???global.info.a_carregar???
Aurélio Campilho is a Emeritus Professor and Jubilee Full Professor in the Department of Electrical and Computer Engineering, FEUP - Faculty of Engineering, University of Porto, Portugal. He is Affiliated Researcher at INESC TEC - Institute for Systems and Computer Engineering, Technology and Science. He is a Fellow of EAMBES - European Alliance for Medical and Biological Engineering & Science. He is a Fellow of APRP - Portuguese Association for Pattern Recognition. He is a Life Senior Member of the IEEE - The Institute of Electrical and Electronics Engineers. He completed the Título de Agregado in Electrical and Computer Engineering in 1993 by FEUP, Doutoramento in Doctoral Degree in Electrical and Computer Engineering in 1985 by FEUP. For several years, he also served as President of APRP, which is a member of the IAPR. He was the Director of Doctoral Program in Electrical and Computer Engineering at FEUP and co-director of the dual PhD-Program Carnegie-Mellon (USA) - Portugal. From January 2014 to February 2020, he was the coordinator of the Center for Biomedical Engineering Research from INESC TEC . His research interests include the areas of biomedical engineering, medical image analysis, image processing and computer vision, machine learning, particularly in Computer-aided Diagnosis applied in several imaging modalities. He was a member of the team at the inception of the first research institute in Portugal in BME at the University of Porto: the Biomedical Engineering Institute (INEB). In 1994-2000, he was INEB President and research coordinator. Under his leadership, INEB came to be recognised as "Excellent" and one of the first 3 research institutes to be recognised at the highest level in the country in all sciences, a standard that has been maintained since 2000. He promoted the creation of the first ever MSc (and later PhD) degree in Biomedical Engineering in Portugal. He was one of the promoters of the M.Sc. Bioengineering degrees at FEUP and ICBAS (Instituto de Ciências Biomédicas Abel Salazar) from University of Porto. He authored one book (with two editions), co-edited 20 books and published more than 250 papers in international journals and conferences. Prof. Campilho served as organizer of several special issues and conferences. He served as an Associate Editor of the IEEE Transactions on Biomedical Engineering and of the Machine Vision Applications Journal. He was the General Chair of the series of International Conferences on Image Analysis and Recognition (ICIAR).
Ler resumo completo ↓
Identificação

Identificação pessoal

Nome completo
AURÉLIO JOAQUIM DE CASTRO CAMPILHO

Nomes de citação

  • CAMPILHO, AURÉLIO

Identificadores de autor

Ciência ID
9D14-B9D2-0850
ORCID iD
0000-0002-5317-6275

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Médica - Engenharia Médica

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Francês Utilizador independente (B1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador independente (B1)
Espanhol; Castelhano Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Formação
Grau Classificação
1993
Concluído
 Agregado in Electrical and Computer Engineering (Título de Agregado)
Universidade do Porto Faculdade de Engenharia, Portugal
 Unanimidade
1985
Concluído
 Doctoral Degree in Electrical and Computer Engineering (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
"Reconhecimento de Imagens na Classificação Automática de Produtos Naturais" (TESE/DISSERTAÇÃO)
 Distinção e Louvor, por unanimidade
1973
Concluído
 Licenciatura em Engenharia Electrotécnica (Licenciatura)
Universidade do Porto Faculdade de Engenharia, Portugal
"Sem tese" (TESE/DISSERTAÇÃO)
 16 valores
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2022 - Atual Investigador principal (carreira) (Investigação) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014/01/01 - 2021 Investigador principal (carreira) (Investigação) Universidade do Porto Faculdade de Engenharia, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2003/10/01 - 2020 Professor Catedrático (Docente Universitário) Universidade do Porto Faculdade de Engenharia, Portugal

Cargos e Funções

Categoria Profissional
Instituição de acolhimento 		Empregador
2023 - Atual Emeritus Professor Universidade do Porto Faculdade de Engenharia, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Projetos

Projeto

Designação Financiadores
2020/04/01 - 2023/03/31 TAMI: Transparent Artificial Medical Intelligence
NORTE-01-0247-FEDER-045905
Bolseiro de Investigação
2020/05/01 - 2020/09/30 CRX_AI4COVID19 - Chest Radiography-based AI for Supporting Clinical Decision on Covid-19
71
Investigador responsável
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Concluído
2016/04/01 - 2020/03/31 SCREEN-DR: Image Analysis and Machine Learning Platform for Innovation in Diabetic Retinopathy Screening
CMUP-ERI/TIC/0028/2014
Investigador responsável
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Em curso
2016/01/06 - 2019/11/30 LNDetector - Automatic Detection, Segmentation and Classification of Pulmonary Nodules System in Computed Tomography Images
PTDC/EEI-SII/6599/2014
Investigador responsável
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Em curso
2016/01 - 2019/11 LNDetector - Automatic Detection, Segmentation and Classification of Pulmonary Nodules System in Computed Tomography Images
PTDC/EEI-SII/6599/2014
 Fundação para a Ciência e a Tecnologia
2014/01/01 - 2017/12/31 INESC TEC - Pluriannual program
FCT
Bolseiro de Investigação
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Matilde Costa; Sofia C. Pereira; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho. "Deep Feature-Based Automated Chest Radiography Compliance Assessment". 2023.
    10.1109/ENBENG58165.2023.10175341
  2. João Pedrosa; Pedro Sousa; Joana Silva; Ana Maria Mendonça; Aurélio Campilho. "Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework". 2023.
    10.1109/CBMS58004.2023.00324
  3. Ricardo Coimbra Brioso; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho. "Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging". 2023.
    10.1109/CBMS58004.2023.00325
  4. Belo, RM; Rocha, J; Mendonca, AM; Campilho, A. "An Active Learning Approach for Support Device Detection in Chest Radiography Images". 2023.
    10.1117/12.2679310
  5. Joana Rocha; Sofia Cardoso Pereira; Joao Pedrosa; Aurelio Campilho; Ana Maria Mendonca. "Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images". 2022.
    10.1109/CBMS55023.2022.00051
  6. Johnson, E; Mohan, S; Gaudio, A; Smailagic, A; Faloutsos, C; Campilho, A. "HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection". 2022.
    10.1109/bhi56158.2022.9926777
  7. Costa, P; Gaudio, A; Campilho, A; Cardoso, JS. "Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation". 2022.
  8. Gaudio, A; Coimbra, MT; Campilho, A; Smailagic, A; Schmidt, SE; Renna, F. "Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds". 2022.
    10.22489/cinc.2022.295
  9. Rocha, J; Pereira, S; Campilho, A; Mendonça, AM. "Segmentation of COVID-19 Lesions in CT Images". 2021.
    10.1109/bhi50953.2021.9508520
  10. Wanderley, DS; Ferreira, CA; Campilho, A; Silva, JA. "Ovarian Structures Detection using Convolutional Neural Networks". 2021.
    10.1016/j.procs.2021.12.047
  11. Pedrosa, J; Aresta, G; Ferreira, C; Mendonca, A; Campilho, A. "Automatic Label Detection in Chest Radiography Images". 2021.
    10.5220/0010888100003123
  12. Sousa, MQE; Pedrosa, J; Rocha, J; Pereira, SC; Mendonça, AM; Campilho, A. "Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications". 2021.
    10.1109/bibm52615.2021.9669859
  13. Ferreira, CA; Aresta, G; Pedrosa, J; Rebelo, J; Negrao, E; Cunha, A; Ramos, I; Campilho, A. "CLASSIFICATION OF LUNG NODULES IN CT VOLUMES USING THE LUNG-RADSTM GUIDELINES WITH UNCERTAINTY PARAMETERIZATION". 2020.
    10.1109/isbi45749.2020.9098586
  14. Machado, M; Ferreira, CA; Pedrosa, J; Negrao, E; Rebelo, J; Leitao, P; Carvalho, AS; et al. "Automatic Lung Reference Model". 2020.
    10.1007/978-3-030-31635-8_122
  15. Pedrosa, J; Aresta, G; Rebelo, J; Negrao, E; Ramos, I; Cunha, A; Campilho, A. "LNDetector: A Flexible Gaze Characterisation Collaborative Platform for Pulmonary Nodule Screening". 2020.
    10.1007/978-3-030-31635-8_40
  16. Carvalho, CB; Pedrosa, J; Maia, C; Penas, S; Carneiro, A; Mendonça, L; Mendonça, AM; Campilho, A. "A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images". 2020.
    10.1007/978-3-030-50516-5_25
  17. Ferreira, CA; Aresta, G; Cunha, A; Mendonça, AM; Campilho, A. "Wide residual network for Lung-Rads™ screening referral". 2019.
    10.1109/enbeng.2019.8692560
  18. Wanderley, DS; Araújo, T; Carvalho, CB; Maia, C; Penas, S; Carneiro, A; Mendonça, AM; Campilho, A. "Analysis of the performance of specialists and an automatic algorithm in retinal image quality assessment". 2019.
    10.1109/enbeng.2019.8692506
  19. Marques, S; Carvalho, C; Peixoto, C; Pignatelli, D; Beires, J; Silva, J; Campilho, A. "Segmentation of gynaecological ultrasound images using different U-Net based approaches". 2019.
    10.1109/ultsym.2019.8925948
  20. Carvalho, C; Marques, S; Peixoto, C; Pignatelli, D; Beires, J; Silva, J; Campilho, A. "Deep Learning Approaches for Gynaecological Ultrasound Image Segmentation: A Radio-Frequency vs B-mode Comparison". 2019.
    10.1007/978-3-030-27272-2_25
  21. Smailagic, A; Sharan, A; Costa, P; Galdran, A; Gaudio, A; Campilho, A. "Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images". 2019.
    10.1007/978-3-030-27272-2_32
  22. Galdran, A; Costa, P; Carnpilho, A. "REAL-TIME INFORMATIVE LARYNGOSCOPIC FRAME CLASSIFICATION WITH PRE-TRAINED CONVOLUTIONAL NEURAL NETWORKS". 2019.
    10.1109/isbi.2019.8759511
  23. Galdran, A; Meyer, M; Costa, P; Mendonca,; Campilho, A. "UNCERTAINTY-AWARE ARTERY/VEIN CLASSIFICATION ON RETINAL IMAGES". 2019.
    10.1109/isbi.2019.8759380
  24. Costa, P; Araujo, T; Aresta, G; Galdran, A; Mendonca, AM; Smailagic, A; Campilho, A. "EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection". 2019.
    10.23919/mva.2019.8757991
  25. Sousa, P; Galdran, A; Costa, P; Campilho, A. "LEARNING TO SEGMENT THE LUNG VOLUME FROM CT SCANS BASED ON SEMI-AUTOMATIC GROUND-TRUTH". 2019.
    10.1109/isbi.2019.8759309
  26. Machado, M; Aresta, G; Leitao, P; Carvalho, AS; Rodrigues, M; Ramos, I; Cunha, A; Campilho, A. "Radiologists' gaze characterization during lung nodule search in thoracic CT". 2018.
    10.1109/itcgi.2018.8602697
  27. Wanderley, DS; Carvalho, CB; Domingues, A; Peixoto, C; Pignatelli, D; Beires, J; Silva, J; Campilho, A. "End-to-End Ovarian Structures Segmentation". 2018.
    10.1007/978-3-030-13469-3_79
  28. Ferreira, FT; Sousa, P; Galdran, A; Sousa, MR; Campilho, A. "End-to-End Supervised Lung Lobe Segmentation". 2018.
    10.1109/ijcnn.2018.8489677
  29. Meyer, MI; Galdran, A; Mendonça, AM; Campilho, A. "A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection". 2018.
    10.1007/978-3-030-00934-2_5
  30. Galdran, A; Costa, P; Vazquez Corral, J; Campilho, A. "WEAKLY SUPERVISED FOG DETECTION". 2018.
    10.1109/icip.2018.8451196
  31. Galdran, A; Araujo, T; Mendonca, AM; Campilho, A. "Retinal Image Quality Assessment by Mean-Subtracted Contrast-Normalized Coefficients". 2018.
    10.1007/978-3-319-68195-5_92
  32. Araújo, T; Aresta, G; Galdran, A; Costa, P; Mendonça, AM; Campilho, A. "UOLO - Automatic Object Detection and Segmentation in Biomedical Images". 2018.
    10.1007/978-3-030-00889-5_19
  33. Aresta, G; Araújo, T; Jacobs, C; Ginneken, Bv; Cunha, A; Ramos, I; Campilho, A. "Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography". 2018.
    10.1007/978-3-030-00946-5_31
  34. Galdran, A; Costa, P; Bria, A; Araújo, T; Mendonça, AM; Campilho, A. "A No-Reference Quality Metric for Retinal Vessel Tree Segmentation". 2018.
    10.1007/978-3-030-00928-1_10
  35. Rouco, J; Carvalho, C; Domingues, A; Azevedo, E; Campilho, A. "A robust anisotropic edge detection method for carotid ultrasound image processing". 2018.
    10.1016/j.procs.2018.08.006
  36. Smailagic, A; Costa, P; Noh, HY; Walawalkar, D; Khandelwal, K; Galdran, A; Mirshekari, M; et al. "MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis". 2018.
    10.1109/icmla.2018.00078
  37. Meyer, MI; Galdran, A; Costa, P; Mendonça, AM; Campilho, A. "Deep Convolutional Artery/Vein Classification of Retinal Vessels". 2018.
    10.1007/978-3-319-93000-8_71
  38. Araujo, T; Aresta, G; Almada Lobo, B; Mendonca, AM; Campilho, A. "Improving Convolutional Neural Network Design via Variable Neighborhood Search". 2017.
    10.1007/978-3-319-59876-5_41
  39. Goncalves, L; Novo, J; Cunha, A; Campilho, A. "Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images". 2017.
    10.5220/0006116200740080
  40. Meyer, MariaInes; Costa, Pedro; Galdran, Adrian; Mendonça, AnaMaria; Campilho, Aurelio. "A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images". 2017.
    10.1007/978-3-319-59876-5_56
  41. Costa, P; Campilho, A. "Convolutional Bag of Words for Diabetic Retinopathy Detection from Eye Fundus Images". 2017.
    10.23919/mva.2017.7986827
  42. Remeseiro, B; Mendonca, AM; Campilho, A. "Objective Quality Assessment of Retinal Images Based on Texture Features". 2017.
    10.1109/ijcnn.2017.7966429
  43. Mendonca, AM; Remeseiro, B; Dashtbozorg, B; Campilho, A. "Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs". 2017.
    10.1117/12.2255096
  44. Aresta, G; Cunha, A; Campilho, A. "Detection of juxta-pleural lung nodules in computed tomography images". 2017.
    10.1117/12.2252022
  45. Araujo, T; Mendonca, AM; Campilho, A. "Estimation of retinal vessel caliber using model fitting and random forests". 2017.
    10.1117/12.2252025
  46. Costa, P; Campilho, A; Hooi, B; Smailagic, A; Kitani, K; Liu, S; Faloutsos, C; Galdran, A. "EyeQual: Accurate, Explainable, Retinal Image Quality Assessment". 2017.
    10.1109/icmla.2017.0-140
  47. Bria, A; Marrocco, C; Galdran, A; Campilho, A; Marchesi, A; Mordang, JJ; Karssemeijer, N; Molinara, M; Tortorella, F. "Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets". 2017.
    10.1007/978-3-319-68548-9_27
  48. Savelli, B; Bria, A; Galdran, A; Marrocco, C; Molinara, M; Campilho, A; Tortorella, F. "Illumination correction by dehazing for retinal vessel segmentation". 2017.
    10.1109/cbms.2017.28
  49. Costa, Pedro; Galdran, Adrian; Meyer, MariaInes; Mendonça, AnaMaria; Campilho, Aurelio. "Adversarial Synthesis of Retinal Images from Vessel Trees". 2017.
    10.1007/978-3-319-59876-5_57
  50. Bolón Canedo, V; Remeseiro, B; Alonso Betanzos, A; Campilho, A; Canedo, VB; Betanzos, AA. "Machine learning for medical applications". 2016.
  51. Gonçalves, L; Novo, J; Campilho, A. "Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images". 2016.
  52. Goncalves, L; Novo, J; Campilho, A. "Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images". 2016.
    10.1007/978-3-319-41501-7_65
  53. Ferreira, A; Silva, G; Dias, A; Martins, A; Campilho, A. "Motion Descriptor for Human Gesture Recognition in Low Resolution Images". 2016.
    10.1007/978-3-319-27146-0_23
  54. Dashtbozorg, B; Mendonca, AM; Campilho, A. "Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation". 2015.
    10.1007/978-3-319-20801-5_36
  55. Araujo, T; Aresta, G; Rouco, J; Ferreira, C; Azevedo, E; Campilho, A. "Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid". 2015.
    10.1007/978-3-319-20801-5_39
  56. Novo, J; Goncalves, L; Mendonca, AM; Campilho, A. "3D lung nodule candidate detection in multiple scales". 2015.
    10.1109/MVA.2015.7153133
  57. Campilho, A; Kamel, M. "Image Analysis and Recognition: 11th International Conference, ICIAR 2014 Vilamoura, Portugal, October 22-24, 2014 Proceedings, Part I". 2014.
    10.1007/978-3-319-11758-4
  58. Campos, DM; Simoes, A; Ramos, I; Campilho, A. "Feature-based supervised lung nodule segmentation". 2014.
    10.1007/978-3-319-03005-0_7
  59. Dashtbozorg, B; Mendonca, AM; Penas, S; Campilho, A. "RetinaCAD, a System for the Assessment of Retinal Vascular Changes". 2014.
    10.1109/embc.2014.6945076
  60. Dashtbozorg, B; Mendonca, AM; Campilho, A. "Assessment of Vascular Changes in Retinal Images". 2014.
    10.1109/memea.2014.6860023
  61. Sattar, F; Campilho, A; Kamel, M. "Optic Disk Localization for Gray-Scale Retinal Images Based on Patch Filtering". 2014.
    10.1007/978-3-319-11755-3_13
  62. Campilho, A; Kamel, M. "Image analysis and recognition: 11th International Conference, ICIAR 2014 Vilamoura, Portugal, October 22–24, 2014 proceedings, part II". 2014.
    10.1007/978-3-319-11755-3
  63. Novo, J; Rouco, J; Mendonca, A; Campilho, A. "Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules". 2014.
    10.1007/978-3-319-11755-3_26
  64. Rouco, J; Novo, J; Campilho, A. "On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid". 2014.
    10.1007/978-3-319-11755-3_20
  65. CAMPILHO, AURÉLIO. "An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images". 2013.
    10.1109/CBMS.2013.6627854
  66. Rouco, J; Campilho, A; CAMPILHO, AURÉLIO. "ROBUST COMMON CAROTID ARTERY LUMEN DETECTION IN B-MODE ULTRASOUND IMAGES USING LOCAL PHASE SYMMETRY". 2013.
    10.1109/icassp.2013.6637785
  67. Duarte, C; Oliveira, HP; Magalhães, F; Tavares, VG; Campilho, AC; de Oliveira, PG. "Proactive engineering". 2012.
    10.1109/educon.2012.6201104
  68. Chen, YX; Quelhas, P; Campilho, A. "LOW FRAME RATE CELL TRACKING: A DELAUNAY GRAPH MATCHING APPROACH". 2011.
    10.1109/isbi.2011.5872573
  69. Quelhas, P; Mendonca, AM; Campilho, A. "3D cell nuclei fluorescence quantification using sliding band filter". 2010.
    10.1109/icpr.2010.614
  70. Quelhas, P; Mendonca, AM; Campilho, A. "Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection". 2010.
  71. Magalhaes, F; Oliveira, HP; Campilho, AC. "A new method for the detection of singular points in fingerprint images". 2009.
    10.1109/wacv.2009.5403106
  72. Marcuzzo, M; Guichard, T; Quelhas, P; Mendonca, AM; Campilho, A. "Cell Division Detection on the Arabidopsis Thaliana Root". 2009.
  73. Quelhas, P.; Marcuzzo, M.; Mendonça, A.M.; Oliveira, M.J.; Campilho, A.. "Cancer cell detection and invasion depth estimation in brightfield images". 2009.
    10.5244/C.23.68
  74. Marcuzzo, M; Quelhas, P; Campilho, A; Mendonca, AM. "Automatic cell segmentation from confocal microscopy images of the Arabidopsis root". 2008.
    10.1109/isbi.2008.4541095
  75. Monteiro, FC; Campilho, A. "Region and graph-based motion segmentation". 2008.
  76. Silva Cunha, JPS; Oliveira, I; Fernandes, JM; Campilho, A; Castelo Branco, M; Sousa, N; Pereira, AS. "BING: The Portuguese Brain Imaging Network Grid". 2007.
  77. Campilho, A; Kamel, M. "Image analysis and recognition: International conference, ICIAR 2004 Porto, Portugal, september 29 - october 1, 2004 proceedings, part II". 2004.
  78. Milanova, MG; Elmaghraby, AS; Wachowiak, MP; Campilho, A. "Biologically motivated model for encoding multiple object motions in primate visual cortex using sequences of natural images". 2001.
    10.1109/itcc.2001.918843
  79. Rubin, S; Milanova, M; Campilho, A. "Estimating motion flow field in image sequences using Cellular Neural Networks". 2000.
  80. Mendonca, AM; Campilho, AJ; Nunes, JM. "Automatic segmentation of microaneurysms in retinal angiograms of diabetic patients". 1999.
    10.1109/iciap.1999.797681
  81. Correia, MV; Campilho, AC; Santos, JA; Nunes, LB. "Optical flow techniques applied to the calibration of visual perception experiments". 1996.
    10.1109/icpr.1996.546076
  82. Silva, JA; Campilho, AJC; Marques Dos Santos, JC. "3-D data acquisition and scene segmentation system". 1996.
    10.1109/icpr.1996.547010
  83. MENDONCA, AM; CAMPILHO, A; NUNES, JMR. "A NEW SIMILARITY CRITERION FOR RETINAL IMAGE REGISTRATION". 1994.
    10.1109/ICIP.1994.413799
  84. CAMPILHO, AJC. "FUNDAMENTALS OF IMAGE-PROCESSING AND ANALYSIS". 1994.
  85. CAMPILHO, AJC; DEMENDONCA, AMRSF; NUNES, JMR. "IMAGE-ANALYSIS TECHNIQUES FOR AVASCULAR REGION DETECTION IN RETINAL ANGIOGRAPHY". 1992.
  86. MENDONCA, AM; CAMPILHO, AJC. "REVERSIBLE METHODS FOR MEDICAL IMAGE COMPRESSION". 1992.
  87. GARRIDO, A; CAMPILHO, A; BARBOSA, MA. "SIGNAL-PROCESSING APPLIED TO THE STUDY OF ELECTROCHEMICAL PROPERTIES OF METALLIC BIOMATERIALS". 1992.
  88. CAMPILHO, AJC; MENDONCA, AMRSF. "DIGITAL IMAGE-PROCESSING - FUNDAMENTALS AND MICROCOMPUTER APPLICATIONS IN MEDICAL IMAGING". 1992.
  89. SILVA, JA; CAMPILHO, AJC; DOSSANTOS, JCM. "3-D DATA ACQUISITION USING THE RATIO OF 2 INTENSITY IMAGES". 1991.
  90. DEMENDONCA, AMRSF; CAMPILHO, AJC; RESTIVO, FJO; NUNES, JMR. "IMAGE REGISTRATION OF EYE FUNDUS ANGIOGRAMS". 1990.
Artigo em revista
  1. Alex Gaudio; Asim Smailagic; Christos Faloutsos; Shreshta Mohan; Elvin Johnson; Yuhao Liu; Pedro Costa; Aurélio Campilho. "DeepFixCX: Explainable privacy-preserving image compression for medical image analysis". WIREs Data Mining and Knowledge Discovery (2023): https://doi.org/10.1002/widm.1495.
    10.1002/widm.1495
  2. Alex Gaudio; Christos Faloutsos; Asim Smailagic; Pedro Costa; Aurélio Campilho; Gaudio, A; Faloutsos, C; et al. "ExplainFix: Explainable spatially fixed deep networks". WIREs Data Mining and Knowledge Discovery (2023): https://doi.org/10.1002/widm.1483.
    10.1002/widm.1483
  3. Graham, S; Vu, QD; Jahanifar, M; Weigert, M; Schmidt, U; Zhang, W; Zhang, J; et al. "CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting". CoRR (2023):
  4. Melo, T; Carneiro, A; Campilho, A; Mendonca, AM. "Retinal layer and fluid segmentation in optical coherence tomography images using a hierarchical framework". JOURNAL OF MEDICAL IMAGING (2023):
    10.1117/1.jmi.10.1.014006
  5. Pereira, SC; Rocha, J; Campilho, A; Sousa, P; Mendonca, AM. "Lightweight multi-scale classification of chest radiographs via size-specific batch normalization". COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2023):
    10.1016/j.cmpb.2023.107558
  6. Meiburger, KM; Marzola, F; Zahnd, G; Faita, F; Loizou, CP; Laine, N; Carvalho, C; et al. "Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans". COMPUTERS IN BIOLOGY AND MEDICINE (2022):
    10.1016/j.compbiomed.2022.105333
  7. Costa, P; Fu, Y; Nunes, J; Campilho, A; Cardoso, JS. "Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector". CoRR (2022):
  8. Penas, S; Araujo, T; Mendonca, AM; Faria, S; Silva, J; Campilho, A; Martins, ML; et al. "Retinal and choroidal vasoreactivity in central serous chorioretinopathy". GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY (2022):
    10.1007/s00417-022-05757-9
  9. Pedrosa, J; Aresta, G; Ferreira, C; Carvalho, C; Silva, J; Sousa, P; Ribeiro, L; Mendonca, AM; Campilho, A. "Assessing clinical applicability of COVID-19 detection in chest radiography with deep learning". SCIENTIFIC REPORTS (2022):
    10.1038/s41598-022-10568-3
  10. Sónia Marques; Filippo Schiavo; Carlos A. Ferreira; João Pedrosa; António Cunha; Aurélio Campilho. "A multi-task CNN approach for lung nodule malignancy classification and characterization". Expert Systems with Applications 184 (2021): 115469-115469. https://doi.org/10.1016/j.eswa.2021.115469.
    10.1016/j.eswa.2021.115469
  11. Joana Rocha; Ana Maria Mendonça; Aurélio Campilho. "Review on Deep Learning Methods for Chest X-Ray based Abnormality Detection and Thoracic Pathology Classification". U.Porto Journal of Engineering (2021): https://doi.org/10.24840/2183-6493_007.004_0002.
    10.24840/2183-6493_007.004_0002
  12. Pedro Costa; Asim Smailagic; Jaime Cardoso; Aurélio Campilho. "Epistemic and Heteroscedastic Uncertainty Estimation in Retinal Blood Vessel Segmentation". U.Porto Journal of Engineering (2021): https://doi.org/10.24840/2183-6493_007.003_0008.
    10.24840/2183-6493_007.003_0008
  13. Pedrosa, J; Aresta, G; Ferreira, C; Atwal, G; Phoulady, HA; Chen, XY; Chen, RZ; et al. "LNDb challenge on automatic lung cancer patient management". MEDICAL IMAGE ANALYSIS (2021):
    10.1016/j.media.2021.102027
  14. Tânia Melo; Ana Maria Mendonça; Aurélio Campilho. "Microaneurysm detection in color eye fundus images for diabetic retinopathy screening". Computers in Biology and Medicine 126 (2020): 103995-103995. https://doi.org/10.1016/j.compbiomed.2020.103995.
    10.1016/j.compbiomed.2020.103995
  15. Porwal, P; Pachade, S; Kokare, M; Deshmukh, G; Son, J; Bae, W; Liu, LH; et al. "IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge". MEDICAL IMAGE ANALYSIS (2020):
    10.1016/j.media.2019.101561
  16. Araujo, T; Aresta, G; Mendonca, L; Penas, S; Maia, C; Carneiro, A; Maria Mendonca, AM; Campilho, A. "DR vertical bar GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images". MEDICAL IMAGE ANALYSIS (2020):
    10.1016/j.media.2020.101715
  17. Remeseiro, B; Mendonca, AM; Campilho, A. "Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation". VISUAL COMPUTER (2020):
    10.1007/s00371-020-01863-z
  18. Araujo, T; Aresta, G; Mendonca, L; Penas, S; Maia, C; Carneiro, A; Mendonca, AM; et al. "Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images". IEEE ACCESS 8 (2020): 182462-182474. https://doi.org/10.1109/ACCESS.2020.3028960.
    10.1109/access.2020.3028960
  19. Aresta, G; Ferreira, C; Pedrosa, J; Araujo, T; Rebelo, J; Negrao, E; Morgado, M; et al. "Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance". IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2020):
    10.1109/jbhi.2020.2976150
  20. Shakibapour, E; Cunha, A; Aresta, G; Mendonca, AM; Campilho, A. "An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans". EXPERT SYSTEMS WITH APPLICATIONS (2019):
    10.1016/j.eswa.2018.11.010
  21. Al Hajj, H; Lamard, M; Conze, PH; Roychowdhury, S; Hu, XW; Marsalkaite, G; Zisimopoulos, O; et al. "CATARACTS: Challenge on automatic tool annotation for cataRACT surgery". MEDICAL IMAGE ANALYSIS (2019):
    10.1016/j.media.2018.11.008
  22. Aresta, G; Araujo, T; Kwok, S; Chennamsetty, SS; Safwan, M; Alex, V; Marami, B; et al. "BACH: Grand challenge on breast cancer histology images". MEDICAL IMAGE ANALYSIS (2019):
    10.1016/j.media.2019.05.010
  23. Aresta, G; Jacobs, C; Araujo, T; Cunha, A; Ramos, I; Ginneken, BV; Campilho, A. "iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network". SCIENTIFIC REPORTS (2019):
    10.1038/s41598-019-48004-8
  24. Aurélio Campilho. "Editorial". U.Porto Journal of Engineering (2018): https://doi.org/10.24840/2183-6493_002.002_0001.
    10.24840/2183-6493_002.002_0001
  25. Pedro Costa; Adrian Galdran; Maria Ines Meyer; Meindert Niemeijer; Michael Abramoff; Ana Maria Mendonca; Aurelio Campilho; et al. "End-to-End Adversarial Retinal Image Synthesis". IEEE Transactions on Medical Imaging 37 3 (2018): 781-791. https://doi.org/10.1109/TMI.2017.2759102.
    10.1109/TMI.2017.2759102
  26. Araujo, T; Mendonca, AM; Campilho, A. "Parametric model fitting-based approach for retinal blood vessel caliber estimation in eye fundus images". PLOS ONE (2018):
    10.1371/journal.pone.0194702
  27. Costa, P; Galdran, A; Smailagic, A; Campilho, A. "A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images". IEEE ACCESS (2018):
    10.1109/access.2018.2816003
  28. Goncalves, L; Novo, J; Cunha, A; Campilho, A. "Learning Lung Nodule Malignancy Likelihood from Radiologist Annotations or Diagnosis Data". JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING (2018): https://www.authenticus.pt/P-00N-18T.
    10.1007/s40846-017-0317-2
  29. Araujo, T; Aresta, G; Castro, E; Rouco, J; Aguiar, P; Eloy, C; Polonia, A; Campilho, A. "Classification of breast cancer histology images using Convolutional Neural Networks". PLOS ONE (2017): https://www.authenticus.pt/P-00M-TGJ.
    10.1371/journal.pone.0177544
  30. Costa, Pedro; Campilho, Aurelio. "Convolutional bag of words for diabetic retinopathy detection from eye fundus images". IPSJ Trans. Computer Vision and Applications (2017): https://www.authenticus.pt/P-00M-N7G.
    10.1186/s41074-017-0023-6
  31. Novo, J; Rouco, J; Barreira, N; Ortega, M; Penedo, MG; Campilho, A. "Wivern: a Web-Based System Enabling Computer-Aided Diagnosis and Interdisciplinary Expert Collaboration for Vascular Research". JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING (2017): https://www.authenticus.pt/P-00M-X2N.
    10.1007/s40846-017-0256-y
  32. Goncalves, L; Novo, J; Campilho, A. "Hessian based approaches for 3D lung nodule segmentation". EXPERT SYSTEMS WITH APPLICATIONS (2016): https://www.authenticus.pt/P-00K-FRZ.
    10.1016/j.eswa.2016.05.024
  33. Ramos, J; Kockelkorn, TTJP; Ramos, I; Ramos, R; Grutters, J; Viergever, MA; van Ginneken, B; Campilho, A. "Content-Based Image Retrieval by Metric Learning From Radiology Reports: Application to Interstitial Lung Diseases". IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2016): https://www.authenticus.pt/P-00K-A31.
    10.1109/jbhi.2014.2375491
  34. Rouco, J; Azevedo, E; Campilho, A. "Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry". SENSORS (2016):
    10.3390/s16030350
  35. Dashtbozorg, B; Mendonca, AM; Campilho, A. "Optic disc segmentation using the sliding band filter". COMPUTERS IN BIOLOGY AND MEDICINE (2015): https://www.authenticus.pt/P-00A-2Z7.
    10.1016/j.compbiomed.2014.10.009
  36. Rocha, R.; Silva, J.; Campilho, A.. "Automatic detection of the carotid lumen axis in B-mode ultrasound images". Computer Methods and Programs in Biomedicine (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84899598419&partnerID=MN8TOARS.
    10.1016/j.cmpb.2014.04.004
  37. Dashtbozorg, B; Mendonca, AM; Campilho, A; CAMPILHO, AURÉLIO. "An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images". IEEE TRANSACTIONS ON IMAGE PROCESSING (2014): https://www.authenticus.pt/P-009-5AT.
    10.1109/tip.2013.2263809
  38. Moreira, B.; Sousa, A.; Mendonça, A.M.; Campilho, A.. "Automatic lane segmentation in TLC images using the continuous wavelet transform". Computational and Mathematical Methods in Medicine 2013 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84885671185&partnerID=MN8TOARS.
    10.1155/2013/218415
  39. CAMPILHO, AURÉLIO. "Rehab@home: a tool for home-based motor function rehabilitation". Disability and Rehabilitation: Assistive Technology (2013): http://informahealthcare.com/doi/abs/10.3109/17483107.2013.839749.
    10.3109/17483107.2013.839749
  40. Moreira, B.M.; Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Correction of geometrical distortions in bands of chromatography images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): 274-281. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884487742&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4_31
  41. Dashtbozorg, B.; Mendonça, A.M.; Campilho, A.. "Automatic classification of retinal vessels using structural and intensity information". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7887 LNCS (2013): 600-607. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883188858&partnerID=MN8TOARS.
    10.1007/978-3-642-38628-2_71
  42. Mendonça, A.M.; Sousa, A.; Mendonça, L.; Campilho, A.; Cardoso, F.; Sousa, A.V.. "Automatic localization of the optic disc by combining vascular and intensity information". Computerized Medical Imaging and Graphics 7325 LNCS PART 2 (2013): 424-431. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878097640&partnerID=MN8TOARS.
    10.1016/j.compmedimag.2013.04.004
  43. Kamel, M.; Campilho, A.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84884475441&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4
  44. Carvalho, C.; Rocha, R.; Campilho, A.. "Classification approach for measurement of atherosclerosis using B-mode ultrasound carotid images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): 539-546. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884475080&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4_61
  45. Moreira, B.M.; Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Lane background removal for the classification of thin-layer chromatography images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): 556-564. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884482425&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4_63
  46. Dashtbozorg, B.; Mendonça, A.M.; Campilho, A.. "Automatic estimation of the arteriolar-to-venular ratio in retinal images using a graph-based approach for artery/vein classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7950 LNCS (2013): 530-538. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884474709&partnerID=MN8TOARS.
    10.1007/978-3-642-39094-4_60
  47. Monteiro, F.C.; Campilho, A.C.. "Distance measures for image segmentation evaluation". AIP Conference Proceedings 1479 1 (2012): 794-797. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883073376&partnerID=MN8TOARS.
    10.1063/1.4756257
  48. Gil-Jiménez, P.; Losilla-López, B.; Torres-Cueco, R.; Campilho, A.; López-Sastre, R.. "Hand detection and tracking using the skeleton of the blob for medical rehabilitation applications". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7325 LNCS PART 2 (2012): 130-137. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864140682&partnerID=MN8TOARS.
    10.1007/978-3-642-31298-4_16
  49. Esteves, T.; Quelhas, P.; Mendonça, A.M.; Campilho, A.. "Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection". Machine Vision and Applications 23 4 (2012): 623-638. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865374061&partnerID=MN8TOARS.
    10.1007/s00138-012-0407-7
  50. Rocha, R.; Silva, J.; Campilho, A.. "Automatic segmentation of carotid B-mode images using fuzzy classification". Medical and Biological Engineering and Computing 50 5 (2012): 533-545. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862238095&partnerID=MN8TOARS.
    10.1007/s11517-012-0883-y
  51. Moreira, B.M.; Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Automatic lane detection in chromatography images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7325 LNCS PART 2 (2012): 180-187. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864120489&partnerID=MN8TOARS.
    10.1007/978-3-642-31298-4_22
  52. Ramos, J.; Kockelkorn, T.; Van Ginneken, B.; Viergever, M.A.; Ramos, R.; Campilho, A.. "Supervised content based image retrieval using radiology reports". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7325 LNCS PART 2 (2012): 249-258. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864135039&partnerID=MN8TOARS.
    10.1007/978-3-642-31298-4_30
  53. Duarte, C.; Oliveira, H.P.; Magalhaes, F.; Tavares, V.G.; Campilho, A.C.; De Oliveira, P.G.. "Proactive engineering". IEEE Global Engineering Education Conference, EDUCON (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84864143084&partnerID=MN8TOARS.
    10.1109/EDUCON.2012.6201104
  54. Sanz, L.; Dewitte, W.; Forzani, C.; Patell, F.; Nieuwland, J.; Wen, B.; Quelhas, P.; et al. "The Arabidopsis D-Type Cyclin CYCD2;1 and the Inhibitor ICK2/KRP2 Modulate Auxin-Induced Lateral Root Formation". Plant Cell 23 2 (2011): 641-660. http://www.scopus.com/inward/record.url?eid=2-s2.0-79953123085&partnerID=MN8TOARS.
    10.1105/tpc.110.080002
  55. Rocha, R.; Campilho, A.; Silva, J.; Azevedo, E.; Santos, R.. "Segmentation of ultrasound images of the carotid using RANSAC and cubic splines". Computer Methods and Programs in Biomedicine 101 1 (2011): 94-106. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650679026&partnerID=MN8TOARS.
    10.1016/j.cmpb.2010.04.015
  56. Chen, Y.; Quelhas, P.; Campilho, A.. "Low frame rate cell tracking: A Delaunay graph matching approach". Proceedings - International Symposium on Biomedical Imaging (2011): 1015-1018. http://www.scopus.com/inward/record.url?eid=2-s2.0-80055027991&partnerID=MN8TOARS.
    10.1109/ISBI.2011.5872573
  57. Sousa, A.V.; Mendonça, A.M.; Sá-Miranda, M.C.; Campilho, A.. "Classification-based segmentation of the region of interest in chromatographic images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6754 LNCS PART 2 (2011): 68-78. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960331409&partnerID=MN8TOARS.
    10.1007/978-3-642-21596-4_8
  58. Quelhas, P.; Nieuwland, J.; Dewitte, W.; Mendonça, A.M.; Murray, J.; Campilho, A.. "Arabidopsis thaliana automatic cell file detection and cell length estimation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6754 LNCS PART 2 (2011): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960337749&partnerID=MN8TOARS.
    10.1007/978-3-642-21596-4_1
  59. Mendonça, A.M.; Sousa, A.V.; Sá-Miranda, M.C.; Campilho, A.C.. "Automatic segmentation of chromatographic images for region of interest delineation". Progress in Biomedical Optics and Imaging - Proceedings of SPIE 7962 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-79958001297&partnerID=MN8TOARS.
    10.1117/12.877671
  60. Rocha, R.; Silva, J.; Campilho, A.. "Dynamic programming and fuzzy classification for the automatic segmentation of the carotid in ultrasound images". Proceedings of the 12th IAPR Conference on Machine Vision Applications, MVA 2011 (2011): 552-556. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862205546&partnerID=MN8TOARS.
  61. Quelhas, P.; Mendonça, A.M.; Campilho, A.. "3D cell nuclei fluorescence quantification using sliding band filter". Proceedings - International Conference on Pattern Recognition (2010): 2508-2511. http://www.scopus.com/inward/record.url?eid=2-s2.0-78149479844&partnerID=MN8TOARS.
    10.1109/ICPR.2010.614
  62. Campilho, A.; Kamel, M.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6112 LNCS PART 2 (2010): http://www.scopus.com/inward/record.url?eid=2-s2.0-77955371702&partnerID=MN8TOARS.
  63. Quelhas, P.; Mendonça, A.M.; Campilho, A.. "Optical flow based Arabidopsis thaliana root meristem cell division detection". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6112 LNCS PART 2 (2010): 217-226. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955346994&partnerID=MN8TOARS.
    10.1007/978-3-642-13775-4_22
  64. Quelhas, P.; Marcuzzo, M.; Mendonça, A.M.; Campilho, A.. "Cell nuclei and cytoplasm joint segmentation using the sliding band filter". IEEE Transactions on Medical Imaging 29 8 (2010): 1463-1473. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955339493&partnerID=MN8TOARS.
    10.1109/TMI.2010.2048253
  65. Rocha, R.; Campilho, A.; Silva, J.; Azevedo, E.; Santos, R.. "Segmentation of the carotid intima-media region in B-mode ultrasound images". Image and Vision Computing 28 4 (2010): 614-625. http://www.scopus.com/inward/record.url?eid=2-s2.0-74749094600&partnerID=MN8TOARS.
    10.1016/j.imavis.2009.09.017
  66. Quelhas, P; Marcuzzo, M; Mendonca, AM; Campilho, A. "Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter". IEEE TRANSACTIONS ON MEDICAL IMAGING (2010): https://www.authenticus.pt/P-003-4AW.
    10.1109/tmi.2010.2048253
  67. Marcuzzo, M.; Quelhas, P.; Mendonça, A.M.; Campilho, A.. "Evaluation of symmetry enhanced sliding band filter for plant cell nuclei detection in low contrast noisy fluorescent images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5627 LNCS (2009): 824-831. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350225963&partnerID=MN8TOARS.
    10.1007/978-3-642-02611-9_81
  68. Kamel, M.; Campilho, A.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5627 LNCS (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-70350243082&partnerID=MN8TOARS.
  69. Marcuzzo, M.; Quelhas, P.; Campilho, A.; Maria Mendonça, A.. "Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging". Computers in Biology and Medicine 39 9 (2009): 785-793. http://www.scopus.com/inward/record.url?eid=2-s2.0-67849119398&partnerID=MN8TOARS.
    10.1016/j.compbiomed.2009.06.008
  70. Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Chromatographic pattern recognition using optimized one-class classifiers". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5524 LNCS (2009): 449-456. http://www.scopus.com/inward/record.url?eid=2-s2.0-68749107350&partnerID=MN8TOARS.
    10.1007/978-3-642-02172-5_58
  71. Magalhães, F.; Oliveira, H.P.; Campilho, A.C.. "A new method for the detection of singular points in fingerprint images". 2009 Workshop on Applications of Computer Vision, WACV 2009 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-77951158127&partnerID=MN8TOARS.
    10.1109/WACV.2009.5403106
  72. Marcuzzo, M.; Guichard, T.; Quelhas, P.; Mendonça, A.M.; Campilho, A.. "Cell division detection on the arabidopsis thaliana root". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5524 LNCS (2009): 168-175. http://www.scopus.com/inward/record.url?eid=2-s2.0-68749115481&partnerID=MN8TOARS.
    10.1007/978-3-642-02172-5_23
  73. Sousa, A.V.; Mendonça, A.M.; Campilho, A.; Sousa, AV; Mendonca, AM; Campilho, A. "Chromatographic pattern classification". IEEE Transactions on Biomedical Engineering 55 6 (2008): 1687-1696. http://www.scopus.com/inward/record.url?eid=2-s2.0-44349183146&partnerID=MN8TOARS.
    10.1109/TBME.2008.919852
  74. Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Dissimilarity-based classification of chromatographic profiles". Pattern Analysis and Applications 11 3-4 (2008): 409-423. http://www.scopus.com/inward/record.url?eid=2-s2.0-50549105086&partnerID=MN8TOARS.
    10.1007/s10044-008-0113-2
  75. Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "Minimizing the imbalance problem in chromatographic profile classification with one-class classifiers". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5112 LNCS (2008): 413-422. http://www.scopus.com/inward/record.url?eid=2-s2.0-47849088119&partnerID=MN8TOARS.
    10.1007/978-3-540-69812-8_41
  76. Monteiro, F.C.; Campilho, A.. "Region and graph-based motion segmentation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5112 LNCS (2008): 609-618. http://www.scopus.com/inward/record.url?eid=2-s2.0-47749121099&partnerID=MN8TOARS.
    10.1007/978-3-540-69812-8_60
  77. Rocha, R.; Campilho, A.; Silva, J.. "Joint detection of the carotid boundaries in longitudinal B-mode images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5112 LNCS (2008): 760-769. http://www.scopus.com/inward/record.url?eid=2-s2.0-47749116940&partnerID=MN8TOARS.
    10.1007/978-3-540-69812-8_75
  78. Monteiro, F.C.; Campilho, A.. "Watershed framework to region-based image segmentation". Proceedings - International Conference on Pattern Recognition (2008): http://www.scopus.com/inward/record.url?eid=2-s2.0-77957964931&partnerID=MN8TOARS.
    10.1109/ICPR.2008.4761587
  79. Marcuzzo, M.; Quelhas, P.; Mendonça, A.M.; Campilho, A.. "Tracking of Arabidopsis thaliana root cells in time-lapse microscopy". Proceedings - International Conference on Pattern Recognition (2008): http://www.scopus.com/inward/record.url?eid=2-s2.0-77957963663&partnerID=MN8TOARS.
    10.1109/ICPR.2008.4761746
  80. Marcuzzo, M.; Quelhas, P.; Campilho, A.; Mendonça, A.M.. "Automatic cell segmentation from confocal microscopy images of the Arabidopsis root". 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI (2008): 712-715. http://www.scopus.com/inward/record.url?eid=2-s2.0-51049123600&partnerID=MN8TOARS.
    10.1109/ISBI.2008.4541095
  81. Marcuzzo, M.; Quelhas, P.; Campilho, A.; Mendonça, A.M.. "A hybrid approach for arabidopsis root cell image segmentation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5112 LNCS (2008): 739-749. http://www.scopus.com/inward/record.url?eid=2-s2.0-47749134578&partnerID=MN8TOARS.
    10.1007/978-3-540-69812-8_73
  82. Pereira, C.S.; Mendonça, A.M.; Campilho, A.. "Evaluation of contrast enhancement filters for lung nodule detection". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4633 LNCS (2007): 878-888. http://www.scopus.com/inward/record.url?eid=2-s2.0-37849034164&partnerID=MN8TOARS.
    10.1007/978-3-540-74260-9_78
  83. Monteiro, F.C.; Campilho, A.. "Image segmentation using region merging combined with a multi-class spectral method". Proceedings of IAPR Conference on Machine Vision Applications, MVA 2007 (2007): 69-72. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872525717&partnerID=MN8TOARS.
  84. Kamel, M.; Campilho, A.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics: Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4633 LNCS (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-37849037777&partnerID=MN8TOARS.
  85. Pereira, C.S.; Fernandes, H.; Mendonça, A.M.; Campilho, A.. "Detection of lung nodule candidates in chest radiographs". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4478 LNCS PART 2 (2007): 170-177. http://www.scopus.com/inward/record.url?eid=2-s2.0-38049105791&partnerID=MN8TOARS.
    10.1007/978-3-540-72849-8_22
  86. Campilho, A.; Garcia, B.; Toorn, H.V.D.; Wijk, H.V.; Scheres, B.; Campilho, A; Garcia, B; et al. "Time-lapse analysis of stem-cell divisions in the Arabidopsis thaliana root meristem". Plant Journal 48 4 (2006): 619-627. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750557662&partnerID=MN8TOARS.
    10.1111/j.1365-313X.2006.02892.x
  87. Vinhais, C.; Campilho, A.. "Lung parenchyma segmentation from CT images based on material decomposition". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4142 LNCS (2006): 624-635. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749660395&partnerID=MN8TOARS.
    10.1007/11867661_56
  88. Pereira, C.S.; Alexandre, L.A.; Mendonça, A.M.; Campilho, A.. "A multiclassifier approach for lung nodule classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4142 LNCS (2006): 612-623. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749658606&partnerID=MN8TOARS.
    10.1007/11867661_55
  89. Sousa, A.V.; Mendonça, A.M.; Campilho, A.. "The class imbalance problem in TLC image classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4142 LNCS (2006): 513-523. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749667604&partnerID=MN8TOARS.
    10.1007/11867661_46
  90. Campilho, A.; Kamel, M.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4141 LNCS (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-33749651148&partnerID=MN8TOARS.
  91. Mendonça, A.M.; Campilho, A.; Mendonca, AM; Campilho, A. "Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction". IEEE Transactions on Medical Imaging 25 9 (2006): 1200-1213. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748118111&partnerID=MN8TOARS.
    10.1109/TMI.2006.879955
  92. Monteiro, F.C.; Campilho, A.C.. "Performance evaluation of image segmentation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4141 LNCS (2006): 248-259. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749653515&partnerID=MN8TOARS.
    10.1007/11867586_24
  93. Vinhais, C.; Campilho, A.. "Genetic model-based segmentation of chest X-ray images using free form deformations". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3656 LNCS (2005): 958-965. http://www.scopus.com/inward/record.url?eid=2-s2.0-33645986088&partnerID=MN8TOARS.
    10.1007/11559573_116
  94. Rocha, R.; Campilho, A.; Silva, J.. "Segmentation of ultrasonic images of the carotid". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3656 LNCS (2005): 949-957. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646014096&partnerID=MN8TOARS.
    10.1007/11559573_115
  95. Sousa, A.V.; Mendonça, A.M.; Campilho, A.; Aguiar, R.; Sá Miranda, C.. "Feature extraction for classification of thin-layer chromatography images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3656 LNCS (2005): 974-981. http://www.scopus.com/inward/record.url?eid=2-s2.0-33645996661&partnerID=MN8TOARS.
    10.1007/11559573_118
  96. Kamel, M.; Campilho, A.. "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3656 LNCS (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33646012584&partnerID=MN8TOARS.
  97. Monteiro, F.C.; Campilho, A.C.. "Spectral methods in image segmentation: A combined approach". Lecture Notes in Computer Science 3523 II (2005): 191-198. http://www.scopus.com/inward/record.url?eid=2-s2.0-25144437374&partnerID=MN8TOARS.
    10.1007/11492542_24
  98. Mendonça, A.M.; Da Silva, J.A.; Campilho, A.. "Automatic delimitation of lung fields on chest radiographs". 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano 2 (2004): 1287-1290. http://www.scopus.com/inward/record.url?eid=2-s2.0-17144373368&partnerID=MN8TOARS.
  99. Moreira, R.; Mendonça, A.M.; Campilho, A.. "Detection of Rib Borders on X-ray Chest Radiographs". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3212 (2004): 108-115. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048903160&partnerID=MN8TOARS.
    10.1007/978-3-540-30126-4_14
  100. Correia, M.V.; Campilho, A.. "A pipelined real-time optical flow algorithm". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3212 (2004): 372-380. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048898359&partnerID=MN8TOARS.
    10.1007/978-3-540-30126-4_46
  101. Sousa, AV; Aguiar, R; Mendonca, AM; Campilho, A. "Automatic lane and band detection in images of thin layer chromatography". IMAGE ANALYSIS AND RECOGNITION, PT 2, PROCEEDINGS (2004): https://www.authenticus.pt/P-000-CXK.
    10.1007/978-3-540-30126-4_20
  102. Vinhais, C.; Campilho, A.. "Ribcage Boundary Delineation in Chest X-ray Images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3212 (2004): 59-67. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048836666&partnerID=MN8TOARS.
    10.1007/978-3-540-30126-4_8
  103. Alexandre, L.A.; Campilho, A.; Kamel, M.. "Bounds for the Average Generalization Error of the Mixture of Experts Neural Network". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3138 (2004): 618-625. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048839786&partnerID=MN8TOARS.
    10.1007/978-3-540-27868-9_67
  104. Garcia, B.; Campilho, A.; Scheres, B.. "Automatic tracking of arabidopsis thaliana root meristem in confocal microscopy". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3212 (2004): 166-174. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750541277&partnerID=MN8TOARS.
    10.1007/978-3-540-30126-4_21
  105. Campilho, A.; Cardoso, A.. "An electronic instrumentation course for non-electronic engineering students". International Journal of Electrical Engineering Education 41 1 (2004): 43-55. http://www.scopus.com/inward/record.url?eid=2-s2.0-5444235779&partnerID=MN8TOARS.
  106. Alexandre, L.A.; Campilho, A.; Kamel, M.. "A probabilistic model for the cooperative modular neural network". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2652 (2003): 11-18. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547529574&partnerID=MN8TOARS.
    10.1007/978-3-540-44871-6_2
  107. Vinhais, C.; Campilho, A.. "Optimal detection of symmetry axis in digital chest X-ray images". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2652 (2003): 1082-1089. http://www.scopus.com/inward/record.url?eid=2-s2.0-35248899557&partnerID=MN8TOARS.
    10.1007/978-3-540-44871-6_125
  108. Mendonça, A.M.; Alves Da Silva, J.; Campilho, A.. "Detection and validation of lung field contours on chest radiographs". Proceedings of the IASTED International Conference on Biomedical Engineering (2003): 183-188. http://www.scopus.com/inward/record.url?eid=2-s2.0-2642575173&partnerID=MN8TOARS.
  109. Correia, M.V.; Campilho, A.C.. "Real-time implementation of an optical flow algorithm". Proceedings - International Conference on Pattern Recognition 16 4 (2002): 247-250. http://www.scopus.com/inward/record.url?eid=2-s2.0-33645769017&partnerID=MN8TOARS.
    10.1109/ICPR.2002.1047443
  110. Campilho, AC; Mendonca, AM. "Special issue - Selected papers from the 11th Portuguese Conference on Pattern Recognition - RECPAD2000 - Preface". Pattern Recognition Letters 22 12 (2001): 1253-1253. https://www.authenticus.pt/P-009-3S1.
    10.1016/S0167-8655(01)00069-1
  111. Alexandre, L.A.; Campilho, A.C.; Kamel, M.; Alexandre, LA; Campilho, AC; Kamel, M. "On combining classifiers using sum and product rules". Pattern Recognition Letters 22 12 (2001): 1283-1289. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034875843&partnerID=MN8TOARS.
    10.1016/S0167-8655(01)00073-3
  112. Kamel, M.; Belkassim, S.; Mendonça, A.; Campilho, A.. "A neural network approach for the automatic detection of microaneurysms in retinal angiograms". Proceedings of the International Joint Conference on Neural Networks 4 (2001): 2695-2699. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034860882&partnerID=MN8TOARS.
    10.1109/ijcnn.2001.938798
  113. Milanova, M.G.; Campilho, A.C.. "Cellular neural networks for motion estimation". Proceedings - International Conference on Pattern Recognition 15 3 (2000): 819-822. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750925719&partnerID=MN8TOARS.
    10.1109/ICPR.2000.903670
  114. Alexandre, L.A.; Campilho, A.C.; Kamel, M.. "Combining independent and unbiased classifiers using weighted average". Proceedings - International Conference on Pattern Recognition 15 2 (2000): 495-498. http://www.scopus.com/inward/record.url?eid=2-s2.0-34147093883&partnerID=MN8TOARS.
    10.1109/ICPR.2000.906120
  115. Milanova, M.G.; Elmaghraby, A.S.; Wachowiak, M.P.; Campilho, A.. "A computational model of visual cortex receptive fields using spatio-temporal filters". Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB (2000): 129-134. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034451070&partnerID=MN8TOARS.
  116. BARBOSA, MA; GARRIDO, A; CAMPILHO, A; SUTHERLAND, I. "THE SURFACE-COMPOSITION AND CORROSION BEHAVIOR OF AISI-304 STAINLESS-STEEL AFTER IMMERSION IN 20-PERCENT HNO3 SOLUTION". CORROSION SCIENCE (1991): https://www.authenticus.pt/P-001-R2R.
    10.1016/0010-938x(91)90041-m
Capítulo de livro
  1. Rui Santos; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho. "Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening". 2023.
    10.1007/978-3-031-36616-1_41
  2. João Pedrosa; Pedro Sousa; Joana Silva; Ana Maria Mendonça; Aurélio Campilho. "Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection". 81-94. Springer International Publishing, 2022.
    10.1007/978-3-031-04881-4_7
  3. Pedro Costa; Aurélio Campilho; Jaime Cardoso. "A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images". 55-64. Springer International Publishing, 2021.
    10.1007/978-3-030-93420-0_6
  4. Ana Maria Mendonça; Tânia Melo; Teresa Araújo; Aurélio Campilho. "Optic Disc and Fovea Detection in Color Eye Fundus Images". 2020.
    10.1007/978-3-030-50516-5_29
  5. Alex Gaudio; Asim Smailagic; Aurélio Campilho. "Enhancement of Retinal Fundus Images via Pixel Color Amplification". 2020.
    10.1007/978-3-030-50516-5_26
  6. Carlos A. Ferreira; António Cunha; Ana Maria Mendonça; Aurélio Campilho. "Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules". 783-791. Springer International Publishing, 2019.
    10.1007/978-3-030-13469-3_91
  7. Tânia Melo; Ana Maria Mendonça; Aurélio Campilho. "Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study". 2018.
    10.1007/978-3-319-93000-8_76
  8. Carlos A. Ferreira; Tânia Melo; Patrick Sousa; Maria Inês Meyer; Elham Shakibapour; Pedro Costa; Aurélio Campilho. "Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2". 2018.
    10.1007/978-3-319-93000-8_86
  9. Rocha, R; Silva, J; Campilho, A. "Segmentation of carotid ultrasound images". 2014.
    10.1007/978-1-4614-7425-8_22
  10. Mendonça, A; Dashtbozorg, B; Campilho, A. "Segmentation of the Vascular Network of the Retina". 2014.
    10.1201/b16510-6
  11. SILVA, JA; CAMPILHO, AJC; DOSSANTOS, JCM; ElHakim, SF. "CALIBRATION OF A 3-D DATA-ACQUISITION SYSTEM USING THE RATIO OF 2 INTENSITY IMAGES". 32-42. 1993.
    10.1117/12.162134
Edição de livro
  1. Campilho, A; Karray, F; Wang, Z. Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II. 2020.
  2. Karray, F; Campilho, A; Yu, ACH. Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part II. 2019.
  3. Karray, F; Campilho, A; Yu, ACH. Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part I. 2019.
  4. Campilho, A; Karray, F; Haar Romeny, BMt. Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings. 2018.
  5. Karray, F; Campilho, A; Cheriet, F. Image Analysis and Recognition - 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings. 2017.
    10.1007/978-3-319-59876-5
  6. Campilho, A; Karray, F. Image Analysis and Recognition - 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings. 2016.
    10.1007/978-3-319-41501-7
  7. Kamel, M; Campilho, AJC. Image Analysis and Recognition - 12th International Conference, ICIAR 2015, Niagara Falls, ON, Canada, July 22-24, 2015, Proceedings. 2015.
    10.1007/978-3-319-20801-5
  8. Campilho, AJC; Kamel, MS. Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings, Part I. 2012.
    10.1007/978-3-642-31295-3
  9. Campilho, AJC; Kamel, MS. Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings, Part II. 2012.
    10.1007/978-3-642-31298-4
  10. Kamel, M; Campilho, AC. Image Analysis and Recognition - 8th International Conference, ICIAR 2011, Burnaby, BC, Canada, June 22-24, 2011. Proceedings, Part II. 2011.
    10.1007/978-3-642-21596-4
  11. Kamel, M; Campilho, AC. Image Analysis and Recognition - 8th International Conference, ICIAR 2011, Burnaby, BC, Canada, June 22-24, 2011. Proceedings, Part I. 2011.
    10.1007/978-3-642-21593-3
  12. Campilho, AC; Kamel, MS. Image Analysis and Recognition, 7th International Conference, ICIAR 2010, Póvoa de Varzim, Portugal, June 21-23, 2010. Proceedings, Part I. 2010.
    10.1007/978-3-642-13772-3
  13. Campilho, AC; Kamel, MS. Image Analysis and Recognition, 7th International Conference, ICIAR 2010, Póvoa de Varzim, Portugal, June 21-23, 2010, Proceedings, Part II. 2010.
    10.1007/978-3-642-13775-4
  14. Kamel, MS; Campilho, AC. Image Analysis and Recognition, 6th International Conference, ICIAR 2009, Halifax, Canada, July 6-8, 2009. Proceedings. 2009.
    10.1007/978-3-642-02611-9
  15. Campilho, AC; Kamel, MS. Image Analysis and Recognition, 5th International Conference, ICIAR 2008, Póvoa de Varzim, Portugal, June 25-27, 2008. Proceedings. 2008.
  16. Kamel, MS; Campilho, AC. Image Analysis and Recognition, 4th International Conference, ICIAR 2007, Montreal, Canada, August 22-24, 2007, Proceedings. 2007.
  17. Campilho, AC; Kamel, MS. Image Analysis and Recognition, Third International Conference, ICIAR 2006, Póvoa de Varzim, Portugal, September 18-20, 2006, Proceedings, Part II. 2006.
  18. Campilho, AC; Kamel, MS. Image Analysis and Recognition, Third International Conference, ICIAR 2006, Póvoa de Varzim, Portugal, September 18-20, 2006, Proceedings, Part I. 2006.
  19. Kamel, MS; Campilho, AC. Image Analysis and Recognition, Second International Conference, ICIAR 2005, Toronto, Canada, September 28-30, 2005, Proceedings. 2005.
  20. Campilho, AC; Kamel, MS. Image Analysis and Recognition: International Conference, ICIAR 2004, Porto, Portugal, September 29-October 1, 2004, Proceedings, Part II. 2004.
  21. Fred, ALN; Caelli, T; Duin, RPW; Campilho, AC; Ridder, Dd. Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings. 2004.
  22. López, FJP; Campilho, AC; Blanca, NPdl; Sanfeliu, A. Pattern Recognition and Image Analysis, First Iberian Conference, IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, June 4-6, 2003, Proceedings. 2003.
Livro
  1. Campilho, A; Karray, F; ter Haar Romeny, B. Image Analysis and Recognition. 2018.
    10.1007/978-3-319-93000-8
  2. Ng, E; Acharya, U; Suri, J; Campilho, A. Image Analysis and Modeling in Ophthalmology. 2014.
    10.1201/b16510
  3. Fred, A; Caelli, TM; Duin, RPW; Campilho, AC; de Ridder, D. Structural, Syntactic, and Statistical Pattern Recognition. 2004.
    10.1007/b98738
Resumo em conferência
  1. Castro, P; Monteiro, A; Penas, S; Ferreira, C; Martins, L; Campilho, A; Polonia, J; Azevedo, E. "Carotid intima-medial thickness, aortic stiffness and retinal microvascular signs provide evidence for optimal blood pressure target in hypertensive patients". 2015.
  2. Ferreira, C; Castro, P; Penas, S; Monteiro, A; Martins, L; Campilho, A; Azevedo, E; Polonia, J. "Better stroke preventive effect of calcium channel blockers is not explained by its effect in macro and microvascular disease markers". 2015.
  3. Barreira, N; Vazquez, SG; Ferreira, C; Azevedo, E; Rouco, J; Rocha, R; Campilho, A. "Web system for medical history management and advanced data analysis". 2013.
  4. Azevedo, E; Penas, S; Ferreira, C; Martins, L; Campilho, A; Polonia, J; Monteiro, A; Castro, P. "Relationship between blood pressure control and arterial stiffness, carotid artery and retina damages in hypertensive patients with and without type 2 diabetes". 2013.
  5. Santos, JA; Campilho, A; Baptista, C; Correia, MV; Noriega, P; Albuquerque, PB. "Segmentation of object motion: matching psychophysics and computational models". 2001.

Outros

Outra produção
  1. Preface. 2019. Karray, F; Campilho, A; Yu, A; Ter Haar Romeny, B; Wang, Z; Kamel, M. https://www.authenticus.pt/P-00A-36X.
    10.1007/b100437
  2. LNDb: A Lung Nodule Database on Computed Tomography. 2019. Pedrosa, J; Aresta, G; Ferreira, C; Rodrigues, M; Leitão, P; Carvalho, AS; Rebelo, J; et al.
  3. O-MedAL: Online Active Deep Learning for Medical Image Analysis. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. 2019. Smailagic, A; Costa, P; Gaudio, A; Khandelwal, K; Mirshekari, M; Fagert, J; Walawalkar, D; et al.
    10.1002/widm.1353
  4. DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. 2019. Araújo, T; Aresta, G; Mendonça, L; Penas, S; Maia, C; Carneiro, A; Mendonça, AM; Campilho, A.
  5. Towards Adversarial Retinal Image Synthesis. 2017. Costa, Pedro; Galdran, Adrian; Meyer, MariaInes; Abràmoff, MichaelDavid; Niemeijer, Meindert; Mendonça, AnaMaria; Campilho, Aurelio. https://www.authenticus.pt/P-00M-DE0.
  6. Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis. 2017. Galdran, Adrian; Gila, AitorAlvarez; Meyer, MariaInes; Saratxaga, CristinaLopez; Araujo, Teresa; Garrote, Estibaliz; Aresta, Guilherme; et al. https://www.authenticus.pt/P-00M-MA2.
  7. Special issue on deformable models and techniques for image and signal processing. 1998. Campilho, A; Kamel, M. https://www.authenticus.pt/P-001-6PZ.
Atividades

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação) 		Instituição / Organização
2004/06/01 - 2020/06/30 2004 - 2020 - General Chair of ICIAR - International Conference on Image Analysis and Recognition (2004/06/01 - 2020/06/30)
Conferência (Presidente da Comissão Organizadora)
 AIMI - Association for Image and Machine Intelligence, Canadá
Distinções

Título

2023 Emeritus Professor
Universidade do Porto Faculdade de Engenharia, Portugal
2023 APRP Fellow
2022 IEEE Life Senior Member
2019 EAMBES Fellow