| Artigo em conferência |
- Martins, ML; Coimbra, MT; Renna, F. "Understanding Squeeze-and-Excitation Layers for Medical Image Segmentation". 2025.
10.23919/eusipco63237.2025.11226703
- Oliveira, B; Lobo, A; Botelho Costa, CIA; Carvalho, RF; Coimbra, MT; Renna, F. "Explainable Multimodal Deep Learning for Heart
Sounds and Electrocardiogram Classification". 2024.
10.1109/embc53108.2024.10782371
- Lopes, I; Vakalopoulou, M; Ferrante, E; Libânio, D; Ribeiro, MD; Coimbra, MT; Renna, F. "Improving Endoscopy Lesion Classification
Using Self-Supervised Deep Learning". 2024.
10.1109/embc53108.2024.10782717
- Ferraz, S; Coimbra, MT; Pedrosa, J. "Deep Left Ventricular Motion Estimation Methods in Echocardiography: A Comparative Study".
2024.
10.1109/embc53108.2024.10782542
- Martins, ML; Coimbra, MT; Renna, F. "Singularity Strength Re-calibration of Fully Convolutional Neural Networks for Biomedical
Image Segmentation". 2024.
10.23919/eusipco63174.2024.10714969
- Ferreira, CA; Ramos, I; Coimbra, M; Campilho, A. "A Comparative Study of Feature-Based and End-to-End Approaches for Lung
Nodule Classification in CT Volumes to Lung-RADS Follow-up Recommendation". 2024.
10.1109/melecon56669.2024.10608773
- Magalhães, B; Neto, A; Almeida, E; Libânio, D; Chaves, J; Ribeiro, MD; Coimbra, MT; Cunha, A. "Using generative adversarial
networks for endoscopic image augmentation of stomach precancerous lesions". 2024.
10.1016/j.procs.2025.02.216
- Vieira, H; Oliveira, AC; Lobo, A; Fontes-Carvalho, R; Coimbra, MT; Renna, F. "On the Impact of Transfer Learning for Multimodal
Heart Sound and Electrocardiogram Classification". 2024.
10.1109/bibm62325.2024.10822616
- Pedroso, Maria; Martins, Miguel L.; Libânio, Diogo; Dinis-Ribeiro, Mário; Coimbra, Miguel; Renna, Francesco. "Fractal Bilinear
Deep Neural Network Models for Gastric Intestinal Metaplasia Detection". 2023.
10.1109/bhi58575.2023.10313503
- Martins, Miguel L.; Pedroso, Maria; Libânio, Diogo; Dinis-Ribeiro, Mário; Coimbra, Miguel; Renna, Francesco. "Diagnostic Performance
of Deep Learning Models for Gastric Intestinal Metaplasia Detection in Narrow-band Images". 2023.
10.1109/embc40787.2023.10340055
- Silva, Aníbal; Teixeira, Rafael; Fontes-Carvalho, Ricardo; Coimbra, Miguel; Renna, Francesco. "On the Impact of Synchronous
Electrocardiogram Signals for Heart Sounds Segmentation". 2023.
10.1109/embc40787.2023.10341149
- Domingues, Rúben; Nunes, Fábio; Mancio, Jennifer; Fontes-Carvalho, Ricardo; Coimbra, Miguel; Pedrosa, João; Renna, Francesco.
"Automatic Contrast Generation from Contrastless Computed Tomography". 2023.
10.1109/embc40787.2023.10340695
- Sofia Ferraz; Miguel Coimbra; João Pedrosa. "Deep Learning for Segmentation of the Left Ventricle in Echocardiography". 2023.
10.1109/ENBENG58165.2023.10175322
- Nobrega, S; Neto, A; Coimbra, M; Cunha, A. "Gastric cancer detection based on Colorectal Cancer transfer learning". 2023.
10.1109/enbeng58165.2023.10175323
- da Silva, JFL; Ferreira, MC; Abrantes, D; Hora, J; Felício, S; Silva, J; Galvão, T; Coimbra, M. "A framework for designing
technology-based interactive services for active mobility". 2023.
10.1016/j.trpro.2023.11.352
- Neto, A; Couto, D; Coimbra, MT; Cunha, A. "Colonoscopic Polyp Detection with Deep Learning Assist". 2023.
10.5220/0011792300003417
- Neto, A; Libânio, D; Ribeiro, MD; Coimbra, MT; Cunha, A. "Research Challenges for Augmenting Endoscopy Image Datasets using
Image Combination Methodologies". 2023.
10.1016/j.procs.2024.06.163
- Nogueira, M; Oliveira, J; Ferreira, CG; Coimbra, MT; Jorge, AM. "Can Multi-channel Heart Sounds Analysis improve Murmur Detection?".
2022.
10.1109/bhi56158.2022.9926792
- Oliveira, J; Nogueira, DM; Ferreira, CA; Jorge, AM; Coimbra, MT. "The robustness of Random Forest and Support Vector Machine
Algorithms to a Faulty Heart Sound Segmentation". 2022.
10.1109/embc48229.2022.9871111
- Lopes, I; Silva, A; Coimbra, MT; Ribeiro, MD; Libânio, D; Renna, F. "Supervised and semi-supervised training of deep convolutional
neural networks for gastric landmark detection". 2022.
10.1109/embc48229.2022.9870992
- Lima, G; Coimbra, MT; Ribeiro, MD; Libânio, D; Renna, F. "Analysis of classification tradeoff in deep learning for gastric
cancer detection". 2022.
10.1109/embc48229.2022.9871040
- 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
- Reyna, MA; Kiarashi, Y; Elola, A; Oliveira, J; Renna, F; Gu, A; Perez Alday, EA; et al. "Heart Murmur Detection from Phonocardiogram
Recordings: The George B. Moody PhysioNet Challenge 2022". 2022.
10.22489/cinc.2022.109
- Silva, José Fábio Luna; Marta Campos Ferreira; Abrantes, Diogo; Felício, Soraia; Hora, Joana; Galvão, Teresa; Coimbra, Miguel.
"A framework for designing technology-based interactive services for soft urban mobility". Trabalho apresentado em Transport
Research Arena Conference Lisbon 2022, Lisboa, 2022.
Aceite para publicação
- Felicio, S; Martins, JH; Ferreira, MC; Abrantes, D; Luna, F; Silva, J; Coimbra, MT; Galvão, T. "Investigating the Perception
of the Elderly Population About Comfort, Safety and Security When Using Active Modes of Transport". 2022.
- Neto, A; Ferreira, S; Libânio, D; Ribeiro, MD; Coimbra, MT; Cunha, A. "Preliminary Study of Deep Learning Algorithms for Metaplasia
Detection in Upper Gastrointestinal Endoscopy". 2022.
10.1007/978-3-031-32029-3_4
- Maximino, J; Coimbra, MT; Pedrosa, J. "Detection of COVID-19 in Point of Care Lung Ultrasound". 2022.
10.1109/embc48229.2022.9871235
- Oliveira, J; Nogueira, DM; Renna, F; Ferreira, CA; Jorge, AM; Coimbra, MT. "Do we really need a segmentation step in heart
sound classification algorithms?". 2021.
10.1109/embc46164.2021.9630559
- Renna, F; Plumbley, MD; Coimbra, MT; Martins, N; Costa, E; Veiga, D; Ferreira, M; et al. "Source Separation of the Second
Heart Sound via Alternating Optimization". 2021.
10.23919/cinc53138.2021.9662814
- Faustino, P; Oliveira, J; Coimbra, MT. "Crackle and wheeze detection in lung sound signals using convolutional neural networks".
2021.
10.1109/embc46164.2021.9630391
- Renna, F; Martins, ML; Coimbra, MT. "Joint Training of Hidden Markov Model and Neural Network for Heart Sound Segmentation".
2021.
10.23919/cinc53138.2021.9662891
- Teixeira, PA; Sousa, PA; Coimbra, MT. "Computer Vision Challenges for Chronic Wounds Assessment". 2020.
- Reisinho, J; Coimbra, MT; Renna, F. "Deep Convolutional Neural Network Ensembles For Multi-Classification of Skin Lesions
From Dermoscopic and Clinical Images". 2020.
10.1109/embc44109.2020.9176411
- Renna, Francesco; Coimbra, Miguel. "Source Separation of the Second Heart Sound Using Gaussian Mixture Models". Trabalho apresentado
em 2019 Computing in Cardiology (CinC), 2019.
10.22489/cinc.2019.236
- Silva, A; Santos, R; Silva, R; Coimbra, M. "Designing a Software for Qualitative and Quantitative Analysis of Oropharyngeal
Swallowing by Videofluoroscopy". 2019.
10.1109/enbeng.2019.8692497
- Pires, L; Coimbra, MT. "Rheumatic Fever Characterization Based on indicators extracted from Echocardiograms exams". 2019.
10.1109/enbeng.2019.8692541
- Costa, E; Martins, N; Sultan, MS; Veiga, D; Ferreira, M; Mattos, S; Coimbra, M. "Mitral Valve Leaflets Segmentation in Echocardiography
using Convolutional Neural Networks". 2019.
10.1109/enbeng.2019.8692573
- Oliveira, J; Nogueira, DM; Ramos, C; Renna, F; Ferreira, CA; Coimbra, MT. "Using Soft Attention Mechanisms to Classify Heart
Sounds". 2019.
10.1109/embc.2019.8856748
- Moreira, T; Almeida, N; Bettencourt, N; Coimbra, M. "Quantification of the difference between Cardiac Magnetic Resonance signals
in perfusion studies with and without motion correction algorithms". 2019.
10.1109/enbeng.2019.8692487
- Renna, F; Illanes, A; Oliveira, J; Esmaeili, N; Friebe, M; Coimbra, MT. "Assessment of Sound Features for Needle Perforation
Event Detection". 2019.
10.1109/embc.2019.8857098
- Sultan, MS; Martins, N; Costa, E; Veiga, D; Ferreira, MJA; Mattos, S; Coimbra, MT. "Tracking Anterior Mitral Leaflet in Echocardiographic
Videos Using Morphological Operators and Active Contours". 2018.
10.1007/978-3-319-94806-5_9
- Freitas, T; Rodrigues, J; Bogas, D; Coimbra, M; Martins, R. "Panoptic, Privacy over Edge-Clouds". 2018.
10.1109/ficloud.2018.00054
- Sultan, MS; Martins, N; Costa, E; Veiga, D; Ferreira, MJ; Silva Mattos, Sd; Coimbra, MT. "A New Method for the Anterior Mitral
Leaflet Segmentation in Echocardiography Videos using the Virtual M-mode Space". 2018.
- Pires, L; Sultan, MS; Martins, N; Costa, E; Veiga, D; Ferreira, MJ; Silva Mattos, Sd; Coimbra, MT. "Extracting Thickness Profiles
of Anterior Mitral Leaflets in Echocardiography Videos". 2018.
10.1109/embc.2018.8512963
- Martins, N; Sultan, MS; Veiga, D; Ferreira, M; Coimbra, MT. "Fully Automatic Finger Extensor Tendon Segmentation in Ultrasound
Images of the Metacarpophalangeal Joint". 2018.
10.1109/embc.2018.8512969
- Renna, F; Oliveira, J; Coimbra, MT. "Convolutional Neural Networks for Heart Sound Segmentation". 2018.
10.23919/eusipco.2018.8553120
- Renna, F; Oliveira, J; Coimbra, MT. "A Data-Driven Feature Extraction Method for Enhanced Phonocardiogram Segmentation". 2017.
10.22489/cinc.2017.183-281
- Pinto, C; Pereira, D; Ferreira Coimbra, J; Portugues, J; Gama, V; Coimbra, M. "A Comparative Study of Electronic Stethoscopes
for Cardiac Auscultation". 2017.
10.1109/embc.2017.8037392
- Pérez, N; Faria, S; Coimbra, MT. "Understanding the Energy Saving Potential of Smart Scale Selection in the Viola and Jones
Facial Detection Algorithm". 2017.
- Oliveira, J; Sousa, C; Coimbra, MT. "COUPLED HIDDEN MARKOV MODEL FOR AUTOMATIC ECG AND PCG SEGMENTATION". 2017.
10.1109/icassp.2017.7952311
- Sultan, MS; Martins, N; Costa, E; Veiga, D; Ferreira, MJ; Mattos, S; Coimbra, MT. "Real-time Anterior Mitral Leaflet Tracking
using Morphological Operators and Active Contours". 2017.
10.5220/0006244700390046
- Costa, E; Martins, N; Sultan, MS; Veiga, D; Ferreira, MJ; Mattos, S; Coimbra, M. "A Preliminary Approach for the Segmentation
of Mitral Valve Regurgitation Jet in Doppler Ecocardiography Images". 2017.
10.5220/0006248900470054
- Sultan, MS; Martins, N; Costa, E; Veiga, D; Ferreira, MJ; Mattos, S; Coimbra, MT. "Tracking Large Anterior Mitral Leaflet
Displacements by Incorporating Optical Flow in an Active Contours Framework". 2017.
10.1109/embc.2017.8037548
- Oliveira, J; Mantadelis, T; Renna, F; Gomes, P; Coimbra, M. "On modifying the temporal modeling of HSMMs for pediatric heart
sound segmentation". 2017.
10.1109/sips.2017.8110004
- Sultan, MS; Martins, N; Veiga, D; Ferreira, MJ; Coimbra, MT. "Tracking of the Anterior Mitral Leaflet in Echocardiographic
Sequences using Active Contours". 2016.
10.1109/EMBC.2016.7590889
- Oliveira, J; Mantadelis, T; Coimbra, M. "Why should you model time when you use Markov Models for heart sound analysis". 2016.
10.1109/EMBC.2016.7591470
- Pereira, D; Gomes, P; Faria, S; Cruz Correia, R; Coimbra, M; Ferreira, MJ; Cruz Correia, RJ; Coimbra, MT. "Teaching Cardiopulmonary
Auscultation in Workshops using a Virtual Patient Simulation Technology - A Pilot Study". 2016.
10.1109/EMBC.2016.7591365
- Gomes, P; Faria, S; Coimbra, M. "The Effect of Data Exchange Protocols on Decision Support Systems for Heart Sounds". 2016.
10.1109/EMBC.2016.7591944
- Soares, E; Oliveira, C; Maia, J; Almeida, R; Coimbra, M; Brandao, P; Prior, R. "Modular Health Kiosk for Health Self-Assessment".
2016.
10.1109/ISCC.2016.7543754
- Martins, N; Sultan, MS; Veiga, D; Ferreira, M; Coimbra, M. "Segmentation of the metacarpus and phalange in musculoskeletal
ultrasound images using local active contours". 2016.
10.1109/EMBC.2016.7591627
- Riaz, F; Hassan, A; Pimentel Nunes, P; Libnio e Jorge Lage, DLEJ; Coimbra, MT. "How Well Can The Fusion of Gabor Filters And
Local Binary Patterns Help In Identifying Gastric Lesions?". 2016.
10.1109/EMBC.2016.7590921
- Abrantes, D; Gomes, P; Pereira, D; Coimbra, M. "Measuring the intuitive response of users when faced with different interactive
paradigms to control a gastroenterology CAD system". 2016.
10.1109/EMBC.2016.7591998
- Castro, A; Gomes, P; Mattos, SS; Coimbra, MT. "Comparison Between Users of a New Methodology for Heart Sound Auscultation".
2016.
10.1109/EMBC.2016.7591945
- Oliveira, J; Cardoso, B; Coimbra, MT. "Exploratory Study of the Cardiac Dynamic Trajectory in the Embedding Space". 2016.
10.22489/cinc.2016.058-410
- Sultan, MalikSaad; Martins, Nelson; Veiga, Diana; Ferreira, Manuel; Coimbra, MiguelTavares. "Automatic Segmentation of Extensor
Tendon of the MCP Joint in Ultrasound Images". 2016.
10.5220/0005692500710076
- Oliveira, JH; Ferreira, V; Coimbra, MT. "Can We Find Deterministic Signatures in ECG and PCG Signals?". 2015.
10.5220/0005205201840189
- Sultan, MS; Martins, N; Ferreira, MJ; Coimbra, MT. "Segmentation of Bones & MCP Joint Region of the Hand from Ultrasound Images".
2015.
10.1109/embc.2015.7319023
- Abrantes, D; Pimentel Nunes, P; Dinis Ribeiro, M; Coimbra, M. "Identifying technology interaction opportunities within a gastroenterology
exam room". 2015.
10.3233/978-1-61499-512-8-652
- Mantadelis, T; Oliveira, J; Coimbra, M. "Most probable explanation for MetaProbLog and its application in heart sound segmentation".
2015.
- Gomes, P; Frade, S; Castro, A; Cruz Correia, R; Coimbra, M. "A proposal to incorporate digital auscultation and its processing
into an existing electronic health record". 2015.
10.5220/0005222901430150
- Castro, A; Moukadem, A; Schmidt, S; Dieterlen, A; Coimbra, MT. "Analysis of the electromechanical activity of the heart from
synchronized ECG and PCG signals of subjects under stress". 2015.
10.5220/0005202400490056
- Oliveira, J; Oliveira, C; Cardoso, B; Sultan, MS; Coimbra, MT. "A multi-spot exploration of the topological structures of
the reconstructed phase-space for the detection of cardiac murmurs". 2015.
10.1109/embc.2015.7319319
- Sousa, R; Da Rocha Neto, AR; Barreto, GA; Cardoso, JS; Coimbra, MT. "Reject option paradigm for the reduction of support vectors".
2014.
- Sousa, R; Moura, DC; Dinis Ribeiro, M; Coimbra, MT. "Local Self Similar Descriptors: Comparison and Application to Gastroenterology
Images". 2014.
10.1109/embc.2014.6944657
- Castro, A; Mattos, SS; Coimbra, MT. "Noninvasive Blood Pressure and the Second Heart Sound Analysis". 2014.
10.1109/embc.2014.6944870
- Oliveira, J; Castro, A; Coimbra, M. "Exploring Embedding Matrices and the Entropy Gradient for the Segmentation of Heart Sounds
in Real Noisy Environments". 2014.
10.1109/embc.2014.6944314
- Riaz, F; Hassan, A; Javed, MY; Coimbra, MT. "Detecting melanoma in dermoscopy images using scale adaptive local binary patterns".
2014.
10.1109/embc.2014.6945179
- Riaz, F.; Ribeiro, M.-D.; Pimentel-Nunes, P.; Coimbra, M.T.. "Integral scale histogram local binary patterns for classification
of narrow-band gastroenterology images". 2013.
10.1109/embc.2013.6610350
- Gomes, P.; Kaiseler, M.; Lopes, B.; Faria, S.; Queiros, C.; Coimbra, M.. "Are standard heart rate variability measures associated
with the self-perception of stress of firefighters in action?". 2013.
10.1109/embc.2013.6610065
- Castro, A.; Vinhoza, T.T.V.; Mattos, S.S.; Coimbra, M.T.. "Heart sound segmentation of pediatric auscultations using wavelet
analysis". 2013.
10.1109/EMBC.2013.6610399
- Ramos, J.P.; Carvalho, P.; Coimbra, M.. "Towards a time-feature independent phonocardiogram segmentation". 2013.
10.1109/EMBC.2013.6609951
- Sousa, R.; Ribeiro, M.-D.; Pimentel-Nunes, P.; Coimbra, M.T.. "Impact of SVM multiclass decomposition rules for recognition
of cancer in gastroenterology images". 2013.
- Riaz, F.; Nunes, P.-P.; Ribeiro, M.-D.; Coimbra, M.T.. "Segmentation of gastroenterology images: A comparison between clustering
and fitting models approaches". 2013.
10.1109/CBMS.2013.6627872
- Castro, A.; Amorim, P.; Coimbra, M.T.. "Cardiovascular variability and nociception/anti-nociception balance during anesthesia".
2013.
10.1109/CBMS.2013.6627796
- Ferreira, P; Vinhoza, TTV; Castro, A; Mourato, F; Tavares, T; Mattos, S; Dutra, I; et al. "Knowledge on Heart Condition of
Children based on Demographic and Physiological Features". 2013.
10.1109/cbms.2013.6627808
- Sousa, R; Ribeiro, MD; Pimentel Nunes, P; Coimbra, MT. "Impact of SVM Multiclass Decomposition Rules for Recognition of Cancer
in Gastroenterology Images". 2013.
10.1109/cbms.2013.6627827
- Gomes, E.F.; Bentley, P.J.; Coimbra, M.; Pereira, E.; Deng, Y.. "Classifying heart sounds: Approaches to the PASCAL challenge".
2013.
- Riaz, F.; Ribeiro, M.D.; Pimentel-Nunes, P.; Coimbra, M.T.. "A DFT based rotation and scale invariant Gabor texture descriptor
and its application to gastroenterology". 2013.
10.1109/icip.2013.6738296
- Marques, N.; Almeida, R.; Rocha, A.P.; Coimbra, M.. "Exploring the Stationary Wavelet Transform detail coefficients for detection
and identification of the S1 and S2 heart sounds". 2013.
- Gomes, P.; Lopes, B.; Coimbra, M.. "Vital analysis: Field validation of a framework for annotating biological signals of first
responders in action". 2012.
10.1109/EMBC.2012.6346381
- Gomes, P.; Kaiseler, M.; Queiros, C.; Oliveira, M.; Lopes, B.; Coimbra, M.. "Vital Analysis: Annotating sensed physiological
signals with the stress levels of first responders in action". 2012.
10.1109/embc.2012.6347530
- Ferreira, P.; Pereira, D.; Mourato, F.; Mattos, S.; Cruz-Correia, R.; Coimbra, M.; Dutra, I.. "Detecting cardiac pathologies
from annotated auscultations". 2012.
10.1109/CBMS.2012.6266358
- Ye, C.; Kumar, B.V.K.V.; Coimbra, M.T.. "Combining general multi-class and specific two-class classifiers for improved customized
ECG heartbeat classification". 2012.
- Hedayioglu, F.L.; Jafari, M.G.; Mattos, S.S.; Plumbley, M.D.; Coimbra, M.T.. "Separating sources from sequentially acquired
mixtures of heart signals". 2011.
10.1109/icassp.2011.5946488
- Ye, C.; Pallauf, J.; Kumar, B.V.K.V.; Coimbra, M.T.; Kumar, B.V.. "Customizing the training dataset to an individual for improved
heartbeat recognition performance in long-term ECG signals". 2011.
10.1109/IEMBS.2011.6090901
- Riaz, F.; Areia, M.; Silva, F.B.; Dinis-Ribeiro, M.; Nunes, P.P.; Coimbra, M.. "Gabor textons for classification of gastroenterology
images". 2011.
10.1109/isbi.2011.5872368
- Ye, C.; Kumar, B.V.K.V.; Coimbra, M.T.. "Human identification based on ECG signals from wearable health monitoring devices".
2011.
10.1145/2093698.2093723
- Jafari, M.G.; Hedayioglu, F.L.; Coimbra, M.T.; Plumbley, M.D.. "Blind source separation of periodic sources from sequentially
recorded instantaneous mixtures". 2011.
- Ye, C.; Coimbra, M.T.; Vijaya Kumar, B.V.K.. "Arrhythmia detection and classification using morphological and dynamic features
of ECG signals". 2010.
10.1109/IEMBS.2010.5627645
- Ye, C.; Coimbra, M.T.; Kumar, B.V.K.V.. "Investigation of human identification using two-lead Electrocardiogram (ECG) signals".
2010.
10.1109/BTAS.2010.5634478
- Coimbra, M.; Riaz, F.; Areia, M.; Baldaque Silva, F.; Dinis-Ribeiro, M.. "Segmentation for classification of gastroenterology
images". 2010.
10.1109/IEMBS.2010.5626622
- Coimbra, M; Riaz, F; Areia, M; Baldaque Silva, FB; Dinis Ribeiro, M. "Segmentation for Classification of Gastroenterology
Images". 2010.
10.1109/iembs.2010.5626622
- Hedayioglu, FD; Coimbra, MT; Mattos, SD; De Lima, F.H.; Coimbra, M.T.; Da Silva, S.. "A SURVEY OF AUDIO PROCESSING ALGORITHMS
FOR DIGITAL STETHOSCOPES". 2009.
- Riaz, F.; Dinis-Ribeiro, M.; Coimbra, M.. "Semantic relevance of current image segmentation algorithms". 2009.
10.1109/WIAMIS.2009.5031458
- Sousa, A.; Dinis-Ribeiro, M.; Areia, M.; Coimbra, M.. "Identifying cancer regions in vital-stained magnification endoscopy
images using adapted color histograms". 2009.
10.1109/ICIP.2009.5414082
- Lima, S.; Silva Cunha, J.P.; Coimbra, M.; Soares, J.M.. "ECCA - Endoscopic Capsule Capview cAtaloguer". 2009.
10.1007/978-3-642-03904-1-63
- Lima, S.; Cunh~a, J.P.; Coimbra, M.; Soares, J.M.. "A tool for endoscopic capsule dataset preparation for clinical video event
detector algorithms". 2009.
- Riaz, F; Ribeiro, MD; Coimbra, MT. "QUANTITATIVE COMPARISON OF SEGMENTATION METHODS FOR IN-BODY IMAGES". 2009.
10.1109/iembs.2009.5332540
- Riaz, F.; Ribeiro, M.D.; Coimbra, M.T.. "Quantitative comparison of segmentation methods for in-body images". 2009.
10.1109/IEMBS.2009.5332540
- Sousa, A.; Dinis-Ribeiro, M.; Areia, M.; Correia, M.; Coimbra, M.. "Towards more adequate colour histograms for in-body images".
2008.
10.1109/iembs.2008.4649630
- Sousa, A; Dinis Ribeiro, M; Areia, M; Correia, M; Coimbra, M. "Towards more adequate colour histograms for in-body images".
2008.
10.1109/iembs.2008.4649630
- Coimbra, M.; Kustra, J.; Campos, P.; Silva Cunha, J.P.. "Combining color with spatial and temporal position of the endoscopic
capsule for improved topographic classification and segmentation". 2006.
- Coimbra, M.; Campos, P.; Silva Cunha, J.P.. "Topographic segmentation and transit time estimation for endoscopic capsule exams".
2006.
10.1109/ICASSP.2006.1660555
- Coimbra, M.; Campos, P.; Cunha, J.P.S.. "Extracting clinical information from endoscopic capsule exams using MPEG-7 visual
descriptors". 2005.
10.1049/ic.2005.0718
- Coimbra, M.; Davies, M.. "Segmentation of moving pedestrians within the compressed domain". 2004.
10.1109/ICASSP.2004.1326617
|
| Artigo em revista |
- Antonelli, G; Libanio, D; De Groof, AJ; van der Sommen, F; Mascagni, P; Sinonquel, P; Abdelrahim, M; et al. "QUAIDE - Quality
assessment of AI preclinical studies in diagnostic endoscopy". GUT (2025): https://www.authenticus.pt/P-017-7MK.
10.1136/gutjnl-2024-332820
- Martins, ML; Coimbra, MT; Renna, F. "Multifractal Recalibration of Neural Networks for Medical Imaging Segmentation". CoRR
(2025): https://www.authenticus.pt/P-01B-2X3.
- Carlos A. Ferreira; Kiran Vaidhya Venkadesh; Colin Jacobs; Miguel Coimbra; Aurélio Campilho. "Towards automatic forecasting
of lung nodule diameter with tabular data and CT imaging". Biomedical Signal Processing and Control (2024): https://doi.org/10.1016/j.bspc.2024.106625.
10.1016/j.bspc.2024.106625
- Francesco Renna; Alex Gaudio; Sandra Mattos; Mark D. Plumbley; Miguel Tavares Coimbra. "Separation of the Aortic and Pulmonary
Components of the Second Heart Sound via Alternating Optimization". IEEE Access (2024): https://doi.org/10.1109/ACCESS.2024.3371510.
10.1109/ACCESS.2024.3371510
- Miguel L. Martins; Miguel T. Coimbra; Francesco Renna. "Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain
Knowledge in a Principled Way". IEEE Journal of Biomedical and Health Informatics (2023): https://doi.org/10.1109/JBHI.2023.3312597.
10.1109/JBHI.2023.3312597
- Jorge Oliveira; Margarida Carvalho; Diogo Nogueira; Miguel Coimbra. "The selection of an optimal segmentation region in physiological
signals". International Transactions in Operational Research (2023): https://doi.org/10.1111/itor.13138.
10.1111/itor.13138
- Alan Carlos de Moura Lima; Lisle Faray de Paiva; Geraldo Bráz; João Dallyson S. de Almeida; Aristófanes Corréa Silva; Miguel
Tavares Coimbra; Anselmo Cardoso de Paiva. "A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency
Object Extraction and Transformers". IEEE Access (2023): https://doi.org/10.1109/ACCESS.2023.3297097.
10.1109/ACCESS.2023.3297097
- Francesco Renna; Miguel Martins; Alexandre Neto; António Cunha; Diogo Libânio; Mário Dinis-Ribeiro; Miguel Coimbra. "Artificial
Intelligence for Upper Gastrointestinal Endoscopy: A Roadmap from Technology Development to Clinical Practice". Diagnostics
12 5 (2022): 1278-1278. https://doi.org/10.3390/diagnostics12051278.
10.3390/diagnostics12051278
- Elola, A; Aramendi, E; Oliveira, J; Renna, F; Coimbra, MT; Reyna, MA; Sameni, R; Clifford, GD; Rad, AB. "Beyond Heart Murmur
Detection: Automatic Murmur Grading from Phonocardiogram". CoRR (2022):
10.1109/jbhi.2023.3275039
- Oliveira J.H.; Renna F.; Costa P.; Nogueira D.; Oliveira C.; Ferreira C.; Jorge A.; et al. "The CirCor DigiScope Dataset:
From Murmur Detection to Murmur Classification". IEEE Journal of Biomedical and Health Informatics (2021):
10.1109/jbhi.2021.3137048
- Arribas, J; Antonelli, G; Frazzoni, L; Fuccio, L; Ebigbo, A; van der Sommen, F; Ghatwary, N; et al. "Standalone performance
of artificial intelligence for upper GI neoplasia: a meta-analysis". GUT (2021):
10.1136/gutjnl-2020-321922
- Martins, M; Gomes, P; Oliveira, C; Coimbra, M; da Silva, HP; Monica Martins; Pedro Gomes; et al. "Design and Evaluation of
a Diaphragm for Electrocardiography in Electronic Stethoscopes". IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 67 2 (2020):
391-398. https://doi.org/10.1109/TBME.2019.2913913.
10.1109/tbme.2019.2913913
- Farhan Riaz; Saad Rehman; Muhammad Ajmal; Rehan Hafiz; Ali Hassan; Naif Radi Aljohani; Raheel Nawaz; et al. "Gaussian Mixture
Model Based Probabilistic Modeling of Images for Medical Image Segmentation". IEEE Access 8 (2020): 16846-16856. https://doi.org/10.1109/ACCESS.2020.2967676.
10.1109/ACCESS.2020.2967676
- Pires, IM; Marques, G; Garcia, NM; Florez Revuelta, F; Canavarro Teixeira, M; Zdravevski, E; Spinsante, S; Coimbra, M. "Pattern
Recognition Techniques for the Identification of Activities of Daily Living Using a Mobile Device Accelerometer". ELECTRONICS
(2020):
10.3390/electronics9030509
- Jorge Oliveira; Francesco Renna; Miguel Coimbra; Oliveira, J; Renna, F; Coimbra, M. "A Subject-Driven Unsupervised Hidden
Semi-Markov Model and Gaussian Mixture Model for Heart Sound Segmentation". IEEE Journal of Selected Topics in Signal Processing
13 2 (2019): 323-331. https://doi.org/10.1109/JSTSP.2019.2908723.
10.1109/JSTSP.2019.2908723
- Malik Saad Sultan; Nelson Martins; Eva Costa; Diana Veiga; Manuel Joao Ferreira; Sandra Mattos; Miguel Tavares Coimbra; et
al. "Virtual M-Mode for Echocardiography: A New Approach for the Segmentation of the Anterior Mitral Leaflet". IEEE Journal
of Biomedical and Health Informatics 23 1 (2019): 305-313. https://doi.org/10.1109/JBHI.2018.2799738.
10.1109/JBHI.2018.2799738
- Renna, F; Oliveira, J; Coimbra, MT; Francesco Renna; Jorge Oliveira; Miguel T. Coimbra; Theofrastos Mantadelis; et al. "Deep
Convolutional Neural Networks for Heart Sound Segmentation". IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 23 2
(2019): 642-649. https://doi.org/10.1109/JBHI.2018.2841197.
10.1109/jbhi.2019.2894222
- Riaz, F; Naeem, S; Nawaz, R; Coimbra, M; Farhan Riaz; Sidra Naeem; Raheel Nawaz; Miguel Coimbra. "Active Contours Based Segmentation
and Lesion Periphery Analysis for Characterization of Skin Lesions in Dermoscopy Images". IEEE JOURNAL OF BIOMEDICAL AND
HEALTH INFORMATICS 23 2 (2019): 489-500. https://doi.org/10.1109/JBHI.2018.2832455.
10.1109/jbhi.2018.2832455
- Martins, N; Sultan, S; Veiga, D; Ferreira, M; Teixeira, F; Coimbra, M; Nelson Martins; et al. "A New Active Contours Approach
for Finger Extensor Tendon Segmentation in Ultrasound Images Using Prior Knowledge and Phase Symmetry". IEEE JOURNAL OF
BIOMEDICAL AND HEALTH INFORMATICS 22 4 (2018): 1261-1268. https://doi.org/10.1109/JBHI.2017.2723819.
10.1109/jbhi.2017.2723819
- Ana Cristina Oliveira; Sandra Mattos; Miguel Coimbra; Ana Cristina Antunes de Oliveira. "Development and Assessment of an
E-learning Course on Pediatric Cardiology Basics". JMIR Medical Education 3 1 (2017): e10-e10. https://doi.org/10.2196/mededu.5434.
10.2196/mededu.5434
- Riaz, F; Hassan, A; Nisar, R; Dinis Ribeiro, M; Coimbra, MT; Farhan Riaz; Ali Hassan; et al. "Content-Adaptive Region-Based
Color Texture Descriptors for Medical Images". IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 21 1 (2017): 162-171.
https://www.authenticus.pt/P-00M-E2J.
10.1109/jbhi.2015.2492464
- Ye, C; Kumar, BVKV; Coimbra, MT. "An Automatic Subject-Adaptable Heartbeat Classifier Based on Multiview Learning". IEEE
JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2016):
10.1109/jbhi.2015.2468224
- Pimentel Nunes, P; Libanio, D; Lage, J; Abrantes, D; Coimbra, M; Esposito, G; Hormozdi, D; et al. "A multicenter prospective
study of the real-time use of narrow-band imaging in the diagnosis of premalignant gastric conditions and lesions". ENDOSCOPY
(2016): https://www.authenticus.pt/P-00K-VYS.
10.1055/s-0042-108435
- Neves, J.C.; Castro, H.; Tomás, A.; Coimbra, M.; Proença, H.. "Detection and separation of overlapping cells based on contour
concavity for Leishmania images". Cytometry Part A 85 6 (2014): 491-500. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901445264&partnerID=MN8TOARS.
10.1002/cyto.a.22465
- Baldaque-Silva, F.; Marques, M.; Lunet, N.; Themudo, G.; Goda, K.; Toth, E.; Soares, J.; et al. "Endoscopic assessment and
grading of Barrett's esophagus using magnification endoscopy and narrow band imaging: Impact of structured learning and experience
on the accuracy of the Amsterdam classification system". Scandinavian Journal of Gastroenterology 48 2 (2013): 160-167.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84872698010&partnerID=MN8TOARS.
10.3109/00365521.2012.746392
- Riaz, F.; Silva, F.B.; Ribeiro, M.D.; Coimbra, M.T.. "Impact of visual features on the segmentation of gastroenterology images
using normalized Cuts". IEEE Transactions on Biomedical Engineering 60 5 (2013): 1191-1201. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876751444&partnerID=MN8TOARS.
10.1109/TBME.2012.2230174
- Riaz, F.; Silva, F.B.; Ribeiro, M.D.; Coimbra, M.T.. "Invariant Gabor texture descriptors for classification of gastroenterology
images". IEEE Transactions on Biomedical Engineering 59 10 (2012): 2893-2904. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866558005&partnerID=MN8TOARS.
10.1109/TBME.2012.2212440
- Ye, C.; Vijaya Kumar, B.V.K.; Coimbra, M.T.. "Heartbeat classification using morphological and dynamic features of ECG signals".
IEEE Transactions on Biomedical Engineering 59 10 (2012): 2930-2941. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866562436&partnerID=MN8TOARS.
10.1109/TBME.2012.2213253
- Pallauf, J.; Gomes, P.; Brás, S.; Cunha, J.P.; Coimbra, M.; Cunha, J.P.S.. "Associating ECG features with firefighter's activities.".
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE
Engineering in Medicine and Biology Society. Conference 2011 (2011): 6009-6012. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862291992&partnerID=MN8TOARS.
10.1109/IEMBS.2011.6091485
- Marques, N.; Dias, E.; Cunha, J.P.; Coimbra, M.; Cunha, J.P.S.. "Compressed domain topographic classification for capsule
endoscopy.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology
Society. IEEE Engineering in Medicine and Biology Society. Conference 2011 (2011): 6631-6634. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864602729&partnerID=MN8TOARS.
10.1109/iembs.2011.6091635
- Pereira, D.; Hedayioglu, F.; Correia, R.; Silva, T.; Dutra, I.; Almeida, F.; Mattos, S.S.; Coimbra, M.. "DigiScope--unobtrusive
collection and annotating of auscultations in real hospital environments.". Conference proceedings : ... Annual International
Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2011 (2011): 1193-1196. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861944926&partnerID=MN8TOARS.
10.1109/IEMBS.2011.6090280
- Ye, C.; Coimbra, M.T.; Vijaya Kumar, B.K.. "Arrhythmia detection and classification using morphological and dynamic features
of ECG signals.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and
Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2010): 1918-1921. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903863301&partnerID=MN8TOARS.
- Coimbra, M.; Riaz, F.; Areia, M.; Baldaque Silva, F.; Dinis-Ribeiro, M.. "Segmentation for classification of gastroenterology
images.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology
Society. IEEE Engineering in Medicine and Biology Society. Conference (2010): 4744-4747. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903857201&partnerID=MN8TOARS.
- Riaz, F.; Ribeiro, M.D.; Coimbra, M.T.. "Quantitative comparison of segmentation methods for in-body images.". Conference
proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering
in Medicine and Biology Society. Conference (2009): 5785-5788. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903872292&partnerID=MN8TOARS.
- Sousa, A.; Dinis-Ribeiro, M.; Areia, M.; Correia, M.; Coimbra, M.. "Towards more adequate colour histograms for in-body images.".
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE
Engineering in Medicine and Biology Society. Conference (2008): 2193-2196. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903867690&partnerID=MN8TOARS.
10.1109/iembs.2008.4649630
- Cunha, J.P.S.; Coimbra, M.; Campos, P.; Soares, J.M.. "Automated topographic segmentation and transit time estimation in endoscopic
capsule exams". IEEE Transactions on Medical Imaging 27 1 (2008): 19-27. http://www.scopus.com/inward/record.url?eid=2-s2.0-37549002033&partnerID=MN8TOARS.
10.1109/TMI.2007.901430
- Coimbra, M.T.; Cunha, J.P.S.. "MPEG-7 visual descriptors - Contributions for automated feature extraction in capsule endoscopy".
IEEE Transactions on Circuits and Systems for Video Technology 16 5 (2006): 628-636. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646399427&partnerID=MN8TOARS.
10.1109/tcsvt.2006.873158
- Miguel Coimbra; M. Davies; Coimbra, M.T.; Davies, M.. "Approximating optical flow within the MPEG-2 compressed domain". IEEE
Trans. on Circuits and Systems for Video Tech. 15 1 (2005): 103-107. http://www.it.pt/Publications/PaperJournal/2289.
10.1109/TCSVT.2004.837016
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