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Hugo Peixoto is an Assistant Researcher at the ALGORITMI Research Centre at the University of Minho, Portugal. He previously worked as Director of the Information Systems Department at the Hospital Centre of Entre o Douro e Vouga (CHEDV), and as an IT Specialist at the Hospital Centre of Tâmega e Sousa (CHTS) in Penafiel, where he was involved in the development of several projects in the area of Electronic Clinical Process and Interoperability. Hugo Peixoto has a PhD in Biomedical Engineering from the University of Minho, Portugal, with a thesis centred on Interoperability Strategies in a Healthcare Environment. He also has a master's degree in Medical Informatics, during which he had the opportunity to collaborate with the research team at the Department of Informatics at the University of Freiburg, Germany. Since 2009, he has been a member of the Information Systems Technologies research team in the Knowledge Extraction Group (KEG) at the ALGORITMI Centre at the University of Minho. In addition, he has held a position as Assistant Professor of Knowledge Extraction and Electronic Clinical Process to the Biomedical Engineering Course at the University of Minho. He has also participated in the organisation of several international workshops (including FiCloud 2017, AISCOVID19-2021 and AISCOVID19-2022, and Generative and Neuro-Symbolic Artificial Intelligence for Real-World Systems 2026), is a reviewer for indexed journals and international conferences and a member of the scientific committee of several international conferences. He is currently guest Editor of a Special Issue entitled Advances in Machine Learning for Healthcare Applications. He has more than 90 indexed articles and over 430 citations, with a Scopus h-index of 12. In 2022, he was awarded the Diploma of Pedagogical Merit by the School of Engineering at the University of Minho. He has also participated in various research projects funded by different entities, such as the ICDS4IM project - Intelligent Clinical Decision Support in Intensive Care Medicine, the Integrated and Innovative Solutions for the well-being of people in complex urban centres project and the more recent ones included in mobilising agendas such as GreenAuto: Green innovation for the Automotive Industry and BE.Neutral Mobility Agenda for carbon neutrality in cities. It also participates in the partnership project established between Bosch and the University of Minho neXt Sense - Safety Connected and Automated Vehicles.
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Identification

Personal identification

Full name
Hugo Peixoto

Citation names

  • Peixoto, Hugo

Author identifiers

Ciência ID
CB11-9F63-4F89
ORCID iD
0000-0003-3957-2121
AuthenticusID
7322
Google Scholar ID
338BfccAAAAJ
Researcher Id
E-3195-2010
Scopus Author Id
35422730400

Email addresses

  • hpeixoto@di.uminho.pt (Professional)

Addresses

  • Universidade do Minho - Campus de Gualtar, Edificio 7, Sala 1.17, 4710-057, Braga, Braga, Portugal (Professional)

Websites

Knowledge fields

  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2009/09 - 2013/07
Concluded
 PhD in Biomedical Engineering (Doutoramento)
Universidade do Minho Escola de Engenharia, Portugal
"Steps towards interoperability in healthcare environment" (THESIS/DISSERTATION)
 Aproved
2003/10 - 2008/11
Concluded
 Integrated Master in Biomedical Engineering (Mestrado)
Universidade do Minho Escola de Engenharia, Portugal
"Diagnóstico Apoiado por Computador em Tomografia Computorizada Cerebral" (THESIS/DISSERTATION)
 15
Affiliation

Science

Category
Host institution 		Employer
2021/06 - Current Auxiliary Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal
2019/07/01 - 2021/05/31 Postdoc (Research) Universidade do Minho, Portugal
Universidade do Minho, Portugal
2016 - 2021/05 Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2017/02/01 - Current Invited Assistant Professor (University Teacher) Universidade do Minho, Portugal

Others

Category
Host institution 		Employer
2019/01/01 - 2019/06/30 Information Systems Director Centro Hospitalar de Entre o Douro e Vouga EPE, Portugal
2008/06/01 - 2018/12/01 Information Systems Specialist Centro Hospitalar do Tâmega e Sousa EPE, Portugal
Projects

Grant

Designation Funders
2019 - 2021/06 ICDS4IM – Intelligent Clinical Decision Support for Intensive Medicine
UMINHO/BI/254/2019
 Fundação para a Ciência e Tecnologia

Contract

Designation Funders
2022 - Current GreenAuto: Green innovation for the Automotive Industry
02/C05-i01.02/2022.PC644867037-00000013
Researcher
Universidade do Minho Centro ALGORITMI, Portugal
2022 - Current Be.Neutral – Agenda de Mobilidade para a Neutralidade Carbónica nas Cidades
RE-C05-i01.01
Researcher
Ongoing
2021/01/01 - 2025/12/31 Laboratório Associado de Sistemas Inteligentes
LA/P/0104/2020
10.54499/LA/P/0104/2020
Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Universidade de Coimbra, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade Nova de Lisboa, Portugal

Universidade de Aveiro, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Coimbra Centro de Informática e Sistemas, Portugal

Universidade do Minho, Portugal

Universidade do Porto Centro de Matemática, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021 - 2022 Soluções Integradas e Inovadoras para o bem-estar das pessoas nos centros urbanos complexos
NORTE-01-0145-FEDER-000086
Researcher
Concluded
2019/01/01 - 2019/12/31 Centro de Investigação ALGORITMI
UID/CEC/00319/2019
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 752 - 2011-2012
PEst-OE/EEI/UI0752/2011
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2021 - 2025/11/30 neXt Sense - Safety Connected and Automated Vehicles
179491
Other
Ongoing
Outputs

Publications

Book
  1. Machado, J.M.; Peixoto, H.. Preface. 2023.
  2. Sousa, R.; Oliveira, D.; Carneiro, A.; Pinto, L.; Pereira, A.; Peixoto, A.; Peixoto, H.; Machado, J.. The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture. 2022.
    10.1007/978-3-031-21753-1_20
  3. Peixoto, D.; Faria, M.; Macedo, R.; Peixoto, H.; Lopes, J.; Barbosa, A.; Guimarães, T.; Santos, M.F.. Determining Internal Medicine Length of Stay by Means of Predictive Analytics. 2022.
    10.1007/978-3-031-16474-3_15
  4. Castanheira, A.; Peixoto, H.; Machado, J.. Overcoming challenges in healthcare interoperability regulatory compliance. 2021.
    10.1007/978-3-030-58356-9_5
  5. Neto, C.; Brito, M.; Peixoto, H.; Lopes, V.; Abelha, A.; Machado, J.. Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks. 2020.
    10.1007/978-3-030-45688-7_22
  6. Peixoto, H.; Francisco, A.; Duarte, A.; Esteves, M.; Oliveira, S.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining. 2019.
    10.1007/978-3-030-16447-8_4
  7. Peixoto, H.; Correia e Silva, L.; Pereira, S.; Jesus, T.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Death and Morbidity in Perforated Peptic Ulcer. 2019.
    10.1007/978-3-030-11890-7_54
  8. Cruz, M.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis. 2019.
    10.1007/978-3-030-16187-3_54
  9. Machado, J.; Cardoso, A.C.; Gomes, I.; Silva, I.; Lopes, V.; Peixoto, H.; Abelha, A.. Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer. 2019.
    10.1007/978-3-030-11890-7_55
  10. Loreto, P.; Peixoto, H.; Abelha, A.; Machado, J.. Predicting low birth weight babies through data mining. 2019.
    10.1007/978-3-030-16187-3_55
  11. Silva, C.; Oliveira, D.; Peixoto, H.; Machado, J.; Abelha, A.. Data mining for prediction of length of stay of cardiovascular accident inpatients. 2018.
    10.1007/978-3-030-02843-5_43
  12. Serapicos, M.; Peixoto, H.; Alves, V.. A hospital service kiosk in the patient’s pocket. 2017.
    10.1007/978-3-319-61118-1_27
  13. Peixoto, H.; Domingues, A.; Fernandes, B.. Steps towards interoperability in healthcare environment. 2016.
    10.4018/978-1-4666-9882-6.ch001
  14. Peixoto, H.; Abelha, A.; Santos, M.; Machado, J.. A preventive action management platform in healthcare information systems. 2014.
    10.4018/978-1-4666-7230-7.ch026
  15. Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012.
    10.1007/978-3-642-34624-8_31
  16. Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.. Semantic interoperability and health records. 2010.
    10.1007/978-3-642-15515-4_30
  17. Miranda, M.; Pontes, G.; Gonçalves, P.; Peixoto, H.; Santos, M.; Abelha, A.; MacHado, J.. Modelling intelligent behaviours in multi-agent based HL7 services. 2010.
    10.1007/978-3-642-15405-8_9
  18. Peixoto, H.; Alves, V.. Computer-aided diagnosis in brain computed tomography screening. 2009.
    10.1007/978-3-642-03067-3_7
Book chapter
  1. António Chaves; Rúben Ganança; Tayan Peller; António Abelha; José Machado; Hugo Peixoto. "AI-Driven Mobile Solution for Early Detection and Management of Diabetic Foot Ulcers". 2026.
    10.1007/978-3-032-05176-9_1
  2. Lídia Sousa; Rui Silva; Hugo Peixoto; Pedro Melo-Pinto; André Costa; César Melo; Pedro Delgado; Vitor Fukuda; José Machado. "Enhancing Automotive Products with TinyML and MEMS Sensors: A Preliminary Approach". 2025.
    10.1007/978-981-97-9793-6_14
  3. Mariana Fernandes; Hugo Peixoto; José Machado. "An Architectural Proposal for Injury Assessment in Occupational Medicine". 2025.
    10.1007/978-3-031-82073-1_18
  4. Mariana Almeida; José Machado; Regina Sousa; Hugo Peixoto. "AI-Powered Automation in Healthcare: A Multi-agent Approach with LLM". 2025.
    10.1007/978-3-032-05925-3_11
  5. Hugo Baptista; Hugo Peixoto; Luis Gomes; José Machado. "An Ontology-Based Web Platform for Medical Care on Transatlantic Cruises". 2025.
    10.3233/FAIA250548
  6. Nuno Pimenta; Regina Sousa; Hugo Peixoto; José Machado. "A Comprehensive Study on Personal and Medical Information to Predict Diabetes". 2023.
    10.1007/978-3-031-20859-1_20
  7. Rita Sousa; Regina Sousa; Hugo Peixoto; José Machado. "Prediction Models Applied to Lung Cancer Using Data Mining". 2023.
    10.1007/978-3-031-29104-3_22
  8. António Chaves; Regina Sousa; António Abelha; Hugo Peixoto. "Steps Towards Intelligent Diabetic Foot Ulcer Follow-Up Based on Deep Learning". 2023.
    10.1007/978-3-031-38204-8_7
  9. Eduardo Coelho; Nuno Pimenta; Hugo Peixoto; Dalila Durães; Pedro Melo-Pinto; Victor Alves; Lourenço Bandeira; José Machado; Paulo Novais. "Multi-agent System for Multimodal Machine Learning Object Detection". 2023.
    10.1007/978-3-031-40725-3_57
  10. António Chaves; Larissa Montenegro; Hugo Peixoto; António Abelha; Luís Gomes; José Machado. "Intelligent Systems in Healthcare: An Architecture Proposal". 2023.
    10.1007/978-3-031-43461-7_23
  11. Rui Miranda; Eduarda Ribeiro; Dalila Durães; Hugo Peixoto; Ricardo Machado; António Abelha; José Machado. "Smart Cities Using Crowdsensing and Geoferenced Notifications". 2023.
    10.1007/978-3-031-36957-5_9
  12. Regina Sousa; Hugo Peixoto; António Abelha; José Machado. "Implementing a Software-as-a-Service Strategy in Healthcare Workflows". 2023.
    10.1007/978-3-031-38333-5_35
  13. Ana Duarte; Hugo Peixoto; José Machado. "A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas". 53-62. Springer International Publishing, 2022.
    10.1007/978-3-030-99197-5_5
  14. Catarina Oliveira; Regina Sousa; Hugo Peixoto; José Machado. "Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning". 2022.
    10.1007/978-3-031-18697-4_18
  15. Rui Santos; Ana Regina Sousa; Manuel Filipe Santos; António Abelha; Hugo Peixoto. "Real-Time UCI Monitoring Using Apache Kafka". 1-37. {IGI, 2022.
    10.4018/978-1-7998-9172-7.ch001
  16. Carolina Marques; Vasco Ramos; Hugo Peixoto; José Machado. "Predicting Diabetes Disease in the Female Adult Population, Using Data Mining". 63-73. Springer International Publishing, 2022.
    10.1007/978-3-030-99197-5_6
  17. Larissa Montenegro; Hugo Peixoto; José M. Machado. "Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database". 2022.
    10.1007/978-3-031-22419-5_20
  18. Regina Sousa; Diogo Lopes; António Silva; Dalila Durães; Hugo Peixoto; José Machado; Paulo Novais. "Sustainable and Social Energy on Smart Cities: Systematic Review". 2022.
    10.1007/978-3-031-20316-9_6
  19. Diana Costa; Carlos Pereira; Hugo Peixoto; José Machado. "Anticipating Maintenance in Telecom Installation Processes". 322-334. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_31
  20. Vitor Peixoto; Hugo Peixoto; José Machado. "Integrating a Data Mining Engine into Recommender Systems". 209-220. Springer International Publishing, 2020.
    10.1007/978-3-030-62362-3_19
  21. Gil Cunha; Hugo Peixoto; José Machado. "Improving Performance of Recommendation System Architecture". 495-506. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_47
  22. Reis, R.; Mendonça, A.; Ferreira, D.L.A.; Peixoto, H.; Machado, J.. "Business intelligence for nutrition therapy". 459-474. 2018.
  23. Neto, C.; Dias, I.; Santos, M.; Peixoto, H.; Machado, J.. "Applied business intelligence in surgery waiting lists management". 1580-1594. 2018.
Conference paper
  1. Sandra Dixe; Cátia Loureiro; Beatriz Miranda; Diana Ferreira; Tiago Aston; Duarte Fernandes; Hugo Peixoto. "Enhancing Shared Vehicle Management with AI: A Study on Interior Damage Detection Models". 2025.
    10.1109/exp.at2565440.2025.11348472
  2. Sousa, R.; Peixoto, H.; Guimarães, T.; Abelha, A.; Machado, J.. "Towards a Standardized Real-Time Data Repository based on Laboratory Test Results". 2024.
    10.1016/j.procs.2023.12.233
  3. Pimenta, N.; Chaves, A.; Sousa, R.; Abelha, A.; Peixoto, H.. "Interoperability of Clinical Data through FHIR: A review". 2023.
    10.1016/j.procs.2023.03.115
  4. Vaz, L.; Peixoto, H.; Duarte, J.; Alvarez, C.; Machado, J.. "Enhancing Clinical Management of Bariatric Surgery Using Business Intelligence". 2023.
    10.1016/j.procs.2023.03.114
  5. Silva, I.; Ferreira, D.; Peixoto, H.; Machado, J.. "A Data Acquisition and Consolidation System based on openEHR applied to Physical Medicine and Rehabilitation". 2023.
    10.1016/j.procs.2023.03.113
  6. Ramos, V.; Marques, C.; Peixoto, H.; Machado, J.. "Information Technology Monitoring in Healthcare: A Case Study". 2023.
    10.1007/978-3-031-33261-6_30
  7. Lobo, A.; Barbosa, A.; Guimarães, T.; Lopes, J.; Peixoto, H.; Santos, M.F.. "Better Medical Efficiency by Means of Hospital Bed Management Optimization—A Comparison of Artificial Intelligence Techniques". 2023.
    10.1007/978-3-031-49011-8_21
  8. Dias, M.; Sousa, R.; Duarte, J.; Peixoto, H.; Abelha, A.; Machado, J.. "Enhancing Data Science Interoperability: An Innovative System for Managing OpenEHR Structures". 2023.
    10.1007/978-981-99-7969-1_21
  9. Vaz, M.J.; Lopes, J.; Peixoto, H.; Santos, M.F.. "Predictive Analytics to support diabetic patient detection". 2022.
    10.1016/j.procs.2022.03.092
  10. Peixoto, D.; Barbosa, A.; Peixoto, H.; Lopes, J.; Guimarães, T.; Santos, M.. "Predictive analytics for hospital inpatient flow determination". 2022.
    10.1016/j.procs.2022.10.146
  11. Afonso, A.; Alvarez, C.; Ferreira, D.; Oliveira, D.; Peixoto, H.; Abelha, A.; Machado, J.. "OpenEHR based bariatric surgery follow-up". 2022.
    10.1016/j.procs.2022.10.149
  12. Tavares, I.; Duarte, J.; Peixoto, H.; Silva, A.; Manuel, M.; Quintas, C.. "Association Models for Relating Problems with Semiologic Data in Intensive Medicine". 2022.
    10.1016/j.procs.2022.10.141
  13. Marques, C.; Ramos, V.; Peixoto, H.; Machado, J.. "Pervasive Monitoring System for Services and Servers in Healthcare Environment". 2022.
    10.1016/j.procs.2022.03.097
  14. Pinto, Maria; Peixoto, Hugo; Ulisses, Alex; re; Santos, Pedro. "Online platform for viewing trends and opinions on sports events based on Social Media Data". 2022.
    10.23919/CISTI54924.2022.9820365
  15. Chaves, A.; Guimarães, T.; Duarte, J.; Peixoto, H.; Abelha, A.; Machado, J.. "Development of FHIR based web applications for appointment management in healthcare". 2021.
    10.1016/j.procs.2021.03.114
  16. Cruz, R.; Guimarães, T.; Peixoto, H.; Santos, M.F.. "Architecture for intensive care data processing and visualization in real-time". 2021.
    10.1016/j.procs.2021.03.115
  17. Guimarães, T.; Silva, H.; Peixoto, H.; Santos, M.. "Modular Blockchain Implementation in Intensive Medicine". 2020.
    10.1016/j.procs.2020.03.073
  18. Peixoto, H.; Guimarães, T.; Santos, M.F.. "A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine". 2020.
    10.1016/j.procs.2020.03.077
  19. Guimarães, T.; Moreira, A.; Peixoto, H.; Santos, M.. "ICU data management - A permissioned blockchain approach". 2020.
    10.1016/j.procs.2020.10.076
  20. Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019.
  21. Loreto, P.; Braga, J.; Peixoto, H.; Machado, J.; Abelha, A.. "Step towards progressive web development in obstetrics". 2018.
    10.1016/j.procs.2018.10.131
  22. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018.
    10.1109/CONTROLO.2018.8516413
  23. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018.
  24. Peixoto, C.; Peixoto, H.; Machado, J.; Abelha, A.; Santos, M.F.. "Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining". 2018.
  25. Morais, A.; Peixoto, H.; Coimbra, C.; Abelha, A.; Machado, J.. "Predicting the need of Neonatal Resuscitation using Data Mining". 2017.
    10.1016/j.procs.2017.08.287
  26. Rodrigues, M.; Peixoto, H.; Esteves, M.; Machado, J.; Abelha. "Understanding Stroke in Dialysis and Chronic Kidney Disease". 2017.
    10.1016/j.procs.2017.08.296
  27. Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017.
    10.1016/j.procs.2017.08.284
  28. Peixoto, C.; Brito, C.; Fontainhas, M.; Peixoto, H.; Machado, J.; Abelha, A.. "Continuous ambulatory peritoneal dialysis: Business intelligence applied to patient monitoring: CAPD study and statistics". 2017.
    10.1109/FiCloudW.2017.91
  29. Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017.
    10.1109/FiCloudW.2017.89
  30. Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017.
    10.1109/FiCloudW.2017.90
  31. Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017.
    10.1016/j.procs.2017.11.141
  32. Peixoto, Catarina; Brito, Claudia; Fontainhas, Mariana; Abelha, Antonio; Peixoto, Hugo; Machado, Jose. "Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring CAPD study and statistics". 2017.
    10.1109/FICLOUDW.2017.30
  33. Peixoto, H.; MacHado, J.; Abelha, A.; Neves, J.; Correia, A.; Santos, M.F.. "AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit". 2011.
Journal article
  1. Cátia Loureiro; Sandra Dixe; Cristiana Neto; António Silva; Beatriz Miranda; Ricardo Rodrigues; Nuno M. C. Da Costa; et al. "From Synthetic Data to Real-World Efficiency: Automated Vehicle Damage Detection and Vehicle Parts Segmentation". IEEE Access (2026): https://doi.org/10.1109/ACCESS.2026.3653645.
    10.1109/ACCESS.2026.3653645
  2. Diana Braga; Inês Silva; Rafaela Rosário; Paulo Novais; Hugo Peixoto; José Machado. "Exploring the potential of online social listening for noncommunicable disease monitoring". PeerJ (2025): https://doi.org/10.7717/peerj.19311.
    10.7717/peerj.19311
  3. Regina Sousa; Vasco Abelha; Hugo Peixoto; José Machado. "Unlocking Healthcare Data Potential: A Comprehensive Integration Approach with GraphQL, openEHR, Redis, and Pervasive Business Intelligence". Technologies (2024): https://doi.org/10.3390/technologies12120265.
    10.3390/technologies12120265
  4. José Machado; Regina Sousa; Hugo Peixoto; António Abelha. "Ethical Decision-Making in Artificial Intelligence: A Logic Programming Approach". AI (2024): https://doi.org/10.3390/ai5040130.
    https://doi.org/10.3390/ai5040130
  5. Rui Miranda; Carlos Alves; Regina Sousa; António Chaves; Larissa Montenegro; Hugo Peixoto; Dalila Durães; et al. "Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities". Electronics (2024): https://doi.org/10.3390/electronics13030550.
    10.3390/electronics13030550
  6. Ferraz, Filipa; Coelho, Eduardo; Peixoto, Hugo; Durães, Dalila Alves; Melo-Pinto, Pedro; Alves, Victor; Bandeira, Lourenço; Machado, José; Novais, Paulo. Corresponding author: Durães, Dalila Alves. "Multimodal Image and Radar Object Detection". Logic Journal of the IGPL (2024):
    Accepted
  7. Fábio Gonçalves; Gonçalo O. Silva; Alexandre Santos; Ana Maria A. C. Rocha; Hugo Peixoto; Dalila Durães; José Machado. "Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors". Electronics (2023): https://doi.org/10.3390/electronics12244971.
    10.3390/electronics12244971
  8. Hugo Peixoto; Vasco Ramos; Carolina Marques; José Machado. "Predicting Diabetes Disease for healthy smart cities". EAI Endorsed Transactions on Smart Cities 6 18 (2022): e1-e1. http://dx.doi.org/10.4108/eetsc.v6i18.589.
    10.4108/eetsc.v6i18.589
  9. Peixoto, H.; Silva, L.; Pereira, S.; Jesus, T.; Lopes, V.N.; Abelha, A.. "Death and morbidity prediction using data mining in perforated peptic ulcers". International Journal of Reliable and Quality E-Healthcare 9 1 (2020): 37-49. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092556180&partnerID=MN8TOARS.
    10.4018/IJRQEH.2020010104
  10. Cristiana Neto; Maria Brito; Vítor Lopes; Hugo Peixoto; António Abelha; José Machado. "Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients". Entropy 21 12 (2019): 1163-1163. https://doi.org/10.3390/e21121163.
    10.3390/e21121163
  11. Brito, C.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. "A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060728770&partnerID=MN8TOARS.
    10.1007/s11276-018-01905-4
  12. Peixoto, Hugo. "Evaluating the Prophylaxis of the Risk of Deep Vein Thrombosis Using Business Intelligence". (2017): https://www.omicsonline.org/open-access/evaluating-the-prophylaxis-of-the-risk-of-deep-vein-thrombosisu-sing-business-intelligence-2157-7420-1000284.pdf.
    10.4172/2157-7420.1000284
  13. Peixoto, Hugo. "The Future of Records in Anesthesia: Development of an Anesthesia Data Warehouse". Journal of Healthcare Communications (2017):
    10.4172/2472-1654.100102
  14. Pereira, J.; Peixoto, H.; Machado, J.; Abelha, A.. "A Data Mining Approach for Cardiovascular Diagnosis". Open Computer Science 7 1 (2017): 36-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052011971&partnerID=MN8TOARS.
    10.1515/comp-2017-0007
  15. Reis, R.; Peixoto, H.; Machado, J.; Abelha, A.. "Machine Learning in Nutritional Follow-up Research". Open Computer Science 7 1 (2017): 41-45. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052023664&partnerID=MN8TOARS.
    10.1515/comp-2017-0008
  16. Hugo Peixoto; António Abelha; Manuel Santos; José Machado. "A Preventive Action Management Platform in Healthcare Information Systems". International Journal of Reliable and Quality E-Healthcare 2 3 (2013): 16-29. http://dx.doi.org/10.4018/ijrqeh.2013070102.
    10.4018/ijrqeh.2013070102
  17. Peixoto, Hugo. "ScheduleIT–Open-Source Preventive Actions Management Plataform in Healthcare Information Systems". Procedia Technology 5 Supplement (2012): 734-742. http://www.sciencedirect.com/science/article/pii/S2212017312005129.
    https://doi.org/10.1016/j.protcy.2012.09.081
  18. Peixoto, Hugo; Machado, Jose; Abelha, Antonio. "Interoperability and semantic clinical process". Sistemas Y Tecnologias de Informacion (2010): https://publons.com/wos-op/publon/4539537/.
Preprint
  1. José Machado; Regina Sousa; Hugo Peixoto; António Abelha. "Ethical Decision-Making in Artificial Intelligence: A Logic Programming Approach". 2024. https://doi.org/10.20944/preprints202410.2406.v1.
    10.20944/preprints202410.2406.v1
  2. Regina Sousa; Vasco Abelha; Hugo Peixoto; José Machado. "Unlocking healthcare data potential: A comprehensive integration approach with GraphQL, openEHR, Redis, and Pervasive Business Intelligence". 2024. https://doi.org/10.20944/preprints202411.0538.v1.
    10.20944/preprints202411.0538.v1

Other

Dataset
  1. Santos, Ana; Neto, Cristiana; Ferreira, Diana; Loureiro, Cátia; Dixe, Sandra; Silva, Hugo; Vale, Maria; et al. LeftInCAR: In-Vehicle Object Detection Dataset. 2025.
    10.17632/dd4hw3r6dh.1
  2. Dixe, Sandra; Loureiro, Cátia; Miranda, Beatriz; Silva, António; Cura, Luís de Azevedo; Costa, Nuno M.C; Rodrigues, Ricardo; et al. SentinelCAR Dataset. 2025.
    10.17632/9d96592r58.1
  3. Dixe, Sandra; Loureiro, Cátia; Miranda, Beatriz; Silva, António; Cura, Luís de Azevedo; Vale, Maria; Silva, Hugo; et al. Synthetic Interior Damage Dataset (SIDD). 2025.
    10.17632/79fn7hjcp9.1
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021/10 - Current Intelligent Diabetic Foot Follow-up
Supervisor of António Jorge Monteiro Chaves
 Informatics (PhD)
Universidade do Minho, Portugal
Distinctions

Award

2025 Diploma de Mérito Pedagógico
Universidade do Minho Escola de Engenharia, Portugal
2024 Diploma de Mérito Pedagógico
Universidade do Minho Escola de Engenharia, Portugal
2023 Best Paper Award - DCAI 2023
MDPI AG, Switzerland
2022 Diploma de Mérito Pedagógico
Universidade do Minho Escola de Engenharia, Portugal