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He graduated in Systems and Informatics Engineering, University of Minho, in 1992, a Masters in Informatics Management from the same institution in 1997 and a PhD in Informatics from the same institution since 2004. It is currently guiding 12 PhD in Biomedical Engineering. He supervised 3 PhD thesis with success, and more 50 MSc thesis, several participation in doctoral juries, published over 200 articles in journals and international meetings, many of which already indexed in the ISI Web of Science and SCOPUS (212 publications). He has around 1200 citations in Scopus with h-index = 16. He also published two articles in national conferences. He participated in scientific committees to review articles, moderated sessions at international conferences as a guest and held lectures. He organized and has been involved in organizing national and international conferences or workshops at international level. His research work is related to database systems and knowledge representation, multi-agent systems, the electronic health record, interoperability and integration of information systems and the application of artificial intelligence to problem solving in medical and clinical area. At the University of Minho, in this academic year, he is responsible for Database disciplines and Electronic Health Record (Master in Biomedical Engineering), and collaborates in the teaching of Database course (Degree in Computer Science) and Data Analytics and Semantical Interoperability (Master in Computer Science).
Identificação

Identificação pessoal

Nome completo
Antonio Abelha

Nomes de citação

  • Abelha, Antonio

Identificadores de autor

Ciência ID
AB18-ECF2-FA49
ORCID iD
0000-0001-6457-0756

Telefones

Telefone
  • 253604430 (Profissional)

Moradas

  • Centro ALGORITMI - Edifício 7 - Campus de Gualtar, 4710-059, Braga, Braga, Portugal (Profissional)

Websites

  • http://algoritmi.uminho.pt/member-profile/antonio-carlos-da-silva-abelha/0000725/ (Académico)

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
Formação
Grau Classificação
2004
Concluído
Informática (Doutoramento)
Universidade do Minho, Portugal
2004
Concluído
Informática (Doutoramento)
Especialização em Sem especialidade
Universidade do Minho, Portugal
"Sistemas Multiagente Como Suporte a Trabalho Cooperativo em Unidades Hospitalares" (TESE/DISSERTAÇÃO)
1997
Concluído
Informática (Mestrado)
Universidade do Minho, Portugal
1992
Concluído
Engenharia de Sistemas e Informática (Licenciatura)
Universidade do Minho, Portugal
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2004 - Atual Professor Auxiliar (Docente Universitário) Universidade do Minho, Portugal
Projetos

Projeto

Designação Financiadores
2019 - 2021/12/31 ICDS4IM - Suporte Inteligente à Decisão Clinica em Medicina Intensiva
DSAIPA/DS/0084/2018
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021 Development and Research on Innovative Vocational Education Skills
DRIVES
Investigador
2018 - 2021 Factory of Future
Factory of Future
Investigador
Em curso
2018 - 2021 Easyride
Easyride
Investigador
Em curso
2016 - 2019 DEM
DEM
Investigador
2015 - 2018 INNOVCAR
INNOVCAR
Investigador
Concluído
2015 - 2018 IFACTORY
IFACTORY
Investigador
Concluído
2013 - 2015/10/31 INTCARE II - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
PTDC/EEI-SII/1302/2012
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2013 - 2015 HMIEXCEL
HMIEXCEL
Investigador
Concluído
2010 - 2012/08/19 INTELLIPave - UMA APLICAÇÃO DE TÉCNICAS DE INTELIGÊNCIA EVOLUCIONÁRIA À MODELAGEM DE PAVIMENTOS ASFÁLTICOS
UTAustin/CA/0012/2008
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho, Portugal

Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008 - 2012/02/29 TIARAC: Telemática e Inteligência Artificial na Resolução Alternativa de Conflitos
PTDC/JUR/71354/2006
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008 - 2012/01/01 INTCARE - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva
PTDC/EIA/72819/2006
Universidade do Minho, Portugal

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

Publicações

Artigo em conferência
  1. Esteves, M.; Abelha, A.; Machado, J.. "A mobile health application to assist health professionals: A case study in a Portuguese nursing home". 2019.
  2. Ribeiro, M.R.M.; Julio, D.; Abelha, V.; Abelha, A.; MacHado, J.. "A Comparative Study of Optical Character Recognition in Health Information System". 2019.
    10.1109/CEAP.2019.8883448
  3. Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019.
  4. Miranda, R.; Ferreira, D.; Abelha, A.; MacHado, J.. "Intelligent Nutrition in Healthcare and Continuous Care". 2019.
    10.1109/CEAP.2019.8883496
  5. De Brito, M.A.; Neto, C.; Abelha, A.; MacHado, J.. "Prediction of mortality and occurrence of complications for gastric cancer patients". 2019.
    10.1109/CEAP.2019.8883494
  6. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018.
    10.1109/CONTROLO.2018.8516413
  7. 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
  8. MacHado, J.; Abelha, A.; Gome, L.M.; Guerra, H.. "Preface". 2018.
  9. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018.
  10. Moreira, P.; Oliveira, D.; Miranda, F.; Abelha, A.; MacHado, J.. "Mobile computing in patient relationship management - A case study". 2018.
  11. 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.
  12. Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017.
    10.1016/j.procs.2017.11.141
  13. Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017.
    10.1109/FiCloudW.2017.90
  14. Carneiro, B.; Portela, F.; Abelha, A.; Santos, M.F.. "Clinical Intelligence: A study on Corneal Transplantation". 2017.
    10.1016/j.procs.2017.11.035
  15. Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017.
    10.1109/FiCloudW.2017.89
  16. 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
  17. Oliveira, D.; Duarte, J.; Abelha, A.; Machado, J.. "Improving nursing practice through interoperability and intelligence". 2017.
    10.1109/FiCloudW.2017.92
  18. 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
  19. Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017.
    10.1016/j.procs.2017.08.284
  20. Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "A pervasive business intelligence solution to manage Portuguese misericordia". 2017.
  21. Carvalhosa, P.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.. "Good practices in Local Government - A first overview of Portuguese reality". 2017.
    10.1088/1757-899X/185/1/012002
  22. Pereira, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Pervasive Business Intelligence: A New Trend in Critical Healthcare". 2016.
    10.1016/j.procs.2016.09.055
  23. Peixoto, R.; Portela, F.; Pinto, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Resurgery Clusters in Intensive Medicine". 2016.
    10.1016/j.procs.2016.09.072
  24. Coelho, D.; Miranda, J.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.. "Towards of a Business Intelligence Platform to Portuguese Misericórdias". 2016.
    10.1016/j.procs.2016.09.222
  25. Ribeiro, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". 2016.
    10.1109/CBI.2016.48
  26. Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Towards of automatically detecting brain death patterns through text mining". 2016.
    10.1109/CBI.2016.49
  27. Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. "Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface". 2016.
    10.1109/CBI.2016.66
  28. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Clustering-based approach for categorizing pregnant women in obstetrics and maternity care". 2015.
    10.1145/2790798.2790814
  29. Fernandes, F.; Vicente, H.; Abelha, A.; Machado, J.; Novais, P.; Neves, J.. "Artificial neural networks in diabetes control". 2015.
    10.1109/SAI.2015.7237169
  30. Pereira, A.; Marins, F.; Rodrigues, B.; Portela, F.; Santos, M.F.; Machado, J.; Rua, F.; Silva, Á.; Abelha, A.. "Improving quality of medical service with mobile health software". 2015.
    10.1016/j.procs.2015.08.346
  31. Guimarães, T.; Coimbra, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care Unit decision process". 2015.
    10.1016/j.procs.2015.08.385
  32. Neves, J.; Fernandes, A.; Gomes, G.; Neves, M.; Abelha, A.; Vicente, H.. "International standard ISO 9001 an artificial intelligence view". 2015.
  33. Brandão, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Predicting the risk associated to pregnancy using Data Mining". 2015.
  34. Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.. "Using domain knowledge to improve intelligent decision support in intensive medicine: A study of bacteriological infections". 2015.
  35. Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Step Towards a Patient Timeline in Intensive Care Units". 2015.
    10.1016/j.procs.2015.08.575
  36. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Predicting Type of Delivery by Identification of Obstetric Risk Factors through Data Mining". 2015.
    10.1016/j.procs.2015.08.573
  37. Torres, L.; Vicente, H.; Novais, P.; Abelha, A.; Neves, J.. "Prediction of organ donation after irreversible brain damage". 2015.
  38. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Intelligent Decision Support to Predict Patient Barotrauma Risk in Intensive Care Units". 2015.
    10.1016/j.procs.2015.08.576
  39. Oliveira, A.; Portela, F.; Machado, J.; Abelha, A.; Neves, J.M.; Vaz, S.; Silva, A.; Santos, M.F.. "Towards an ontology for health complaints management". 2015.
  40. Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.. "Predicting 2-way football results by means of data mining". 2015.
  41. Oliveira, R.; Pontes, G.; Machado, J.; Abelha, A.. "Analysis of cross-platform development frameworks for a smartphone pediatric application". 2014.
    10.1109/IEEM.2013.6962572
  42. Marins, F.; Rodrigues, R.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Extending a patient monitoring system with identification and localisation". 2014.
    10.1109/IEEM.2013.6962577
  43. Rodrigues, B.; Gomes, S.; Vicente, H.; Abelha, A.; Novais, P.; Machado, J.; Neves, J.. "Systematic coronary risk evaluation through artificial neural networks based systems". 2014.
  44. Pereira, E.; Brandöo, A.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. "Business intelligence in maternity care". 2014.
    10.1145/2628194.2628248
  45. Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.. "Real-time data mining models for predicting length of stay in Intensive Care Units". 2014.
  46. Duarte, J.; Pontes, G.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Stand-Alone electronic health record". 2014.
    10.1109/IEEM.2013.6962571
  47. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.; Machado, J.. "Simulating a multi-level priority triage system for maternity emergency". 2014.
  48. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. "An intelligent approach for open clinical laboratory results in Intensive Care medicine". 2014.
    10.1109/IEEM.2013.6962579
  49. Brandão, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Real-time Business Intelligence platform to maternity care". 2014.
    10.1109/IECBES.2014.7047525
  50. Portela, F.; Filipe Santos, M.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.. "Preventing patient cardiac arrhythmias by using data mining techniques". 2014.
    10.1109/IECBES.2014.7047478
  51. Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "A pervasive intelligent system for scoring MEWS and TISS-28 in intensive care". 2014.
    10.1007/978-3-319-02913-9_73
  52. Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Data mining for real-time Intelligent Decision Support System in intensive care medicine". 2013.
  53. Aguiar, J.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.; Pinto, F.. "Pervasive information systems to intensive care medicine: Technology acceptance model". 2013.
  54. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Intelligent decision support in intensive care - Towards technology acceptance". 2012.
  55. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. "Usability evaluation of Electronic Health Record". 2012.
    10.1109/IECBES.2012.6498049
  56. Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.; Machado, J.. "Agent based interoperability in hospital information systems". 2012.
    10.1109/BMEI.2012.6513042
  57. Silva, P.; Quintas, C.; Duarte, J.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. "Hospital database workload and fault forecasting". 2012.
    10.1109/IECBES.2012.6498150
  58. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Usability of an electronic health record". 2012.
    10.1109/IEEM.2012.6838010
  59. Viana, M.; Oliveira, O.; Abelha, A.; Machado, J.. "Step towards simulation and monitoring of hospital waiting lists". 2012.
  60. Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, F.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Monitoring intelligent system for the Intensive Care Unit using RFID and multi-agent systems". 2012.
    10.1109/IEEM.2012.6837860
  61. Silva, P.; Quintas, C.; Goncalves, P.; Pontes, G.; Santos, M.; Abelha, A.; Machado, J.. "Intelligent systems based in hospital database malfunction scenarios". 2012.
    10.1109/IEEM.2012.6837859
  62. Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.. "Step towards fault forecasting in hospital information systems". 2012.
    10.1109/BMEI.2012.6513041
  63. Portela, F.; Gago, P.; Santos, M.F.; Silva, A.; Rua, F.; MacHado, J.; Abelha, A.; Neves, J.. "Knowledge discovery for pervasive and real-time Intelligent Decision Support in intensive care medicine". 2011.
  64. Pontes, G.; Duarte, A.; Cuevas, D.; Salazar, M.; Miranda, M.; Abelha, A.; MacHado, J.. "A moral decision support system in medicine". 2011.
  65. 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.
  66. Portela, F.; Santos, M.F.; Gago, P.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.; Neves, J.. "Enabling real-time intelligent decision support in intensive care". 2011.
  67. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011.
  68. Novais, P.; Machado, J.; Analide, C.; Abelha, A.. "Preface". 2011.
  69. Gongalves, P.; Alves, L.; Sá, T.; Quintas, C.; Miranda, M.; Abelha, A.; MacHado, J.. "Object trajectory simulation - An evolutionary approach". 2011.
  70. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperabity in healthcare". 2010.
  71. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability performance in a healthcare environment". 2010.
  72. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Integrating incomplete information into the relational data model". 2010.
  73. Machado, J.; Miranda, M.; Gonçalves, P.; Abelha, A.; Neves, J.; Marques, A.. "AIDATrace - Interoperation platform for active monitoring in healthcare environments". 2010.
  74. Duarte, J.; Salazar, M.; Quintas, C.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Data quality evaluation of electronic health records in the hospital admission process". 2010.
    10.1109/ICIS.2010.97
  75. Ribeiro, J.; Abelha, A.; Machado, J.; Marques, A.; Neves, J.. "The inference process with quality evaluation in healthcare environments". 2010.
    10.1109/ICIS.2010.160
  76. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Handling incomplete information in an evolutionary environment". 2010.
    10.1109/CEC.2010.5586079
  77. Portela, F.; Vilas-Boas, M.; Santos, M.F.; Abelha, A.; Machado, J.; Cabral, A.; Aragão, I.. "Electronic health records in the emergency room". 2010.
    10.1109/ICIS.2010.98
  78. Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; Alberto, C.; et al. "Agent-based group decision support in medicine". 2009.
  79. Salini, R.; Neves, J.; Abelha, A.. "INTELLIPave - Considering aside failure criteria and unknown variables in evolutionary intelligence based models for asphalt pavement". 2009.
  80. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "An agent-based architecture for cancer staging". 2009.
  81. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. "Quality of service in transplantation via the electronic medical record". 2009.
  82. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability and healthcare". 2009.
  83. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". 2008.
  84. Salini, R.; Neves, J.; Abelha, A.. "The road map to apply evolutionary intelligence to asphalt pavement modelling". 2008.
  85. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". 2008.
  86. Machado, J.; Abelha, A.; Neves, J.; Santos, M.. "Ambient intelligence in medicine". 2006.
    10.1109/BIOCAS.2006.4600316
  87. Santos, M.F.; Neves, J.; Abelha, A.; Silva, A.M.; Rua, F.. "Augmented Data Mining over clinical databases using Learning Classifier Systems". 2002.
  88. Neves, Jose; Machado, Jose; Analide, Cesar; Novais, Paulo; Abelha, Antonio. "Extended logic programming applied to the specification of multi-agent systems and their computing environments". 1998.
  89. Neves, Jose; Machado, Jose; Abelha, Antonio. "Application of artificial intelligence to law enforcement". 1997.
Artigo em revista
  1. 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 (2019): https://doi.org/10.3390/e21121163.
    10.3390/e21121163
  2. 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
  3. Esteves, M.; Abelha, A.; Machado, J.. "The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060693648&partnerID=MN8TOARS.
    10.1007/s11276-018-01911-6
  4. Esteves, M.; Abelha, A.; Machado, J.. "A proof of concept of a mobile health application to support professionals in a portuguese nursing home". Sensors (Switzerland) 19 18 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072584446&partnerID=MN8TOARS.
    10.3390/s19183951
  5. Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.; Ribeiro, J.; Sampaio, L.. "A Deep-Big Data Approach to Health Care in the AI Age". Mobile Networks and Applications 23 4 (2018): 1123-1128. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049118338&partnerID=MN8TOARS.
    10.1007/s11036-018-1071-6
  6. 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
  7. 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
  8. Portela, F.; Miranda, F.; Santos, M.F.; Abelha, A.; Machado, J.. "An online-processing critical patient monitoring system- an interoperability overview". Computer Science and Information Systems 14 2 (2017): 491-515. http://www.scopus.com/inward/record.url?eid=2-s2.0-85022060526&partnerID=MN8TOARS.
    10.2298/CSIS160604013P
  9. Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; Da Silva Abelha, A.; Rua, F.; Silva, A.. "Categorize readmitted patients in intensive medicine by means of clustering data mining". International Journal of E-Health and Medical Communications 8 3 (2017): 22-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85020201969&partnerID=MN8TOARS.
    10.4018/IJEHMC.2017070102
  10. Ribeiro, A.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". Information (Switzerland) 8 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85014216800&partnerID=MN8TOARS.
    10.3390/info8010023
  11. Da Silva Portela, C.F.; Dos Santos, M.F.V.T.; Da Silva Abelha, A.C.; Machado, J.M.; Silva, Á.M.; Martins, F.R.. "Real-time intelligent decision support and monitoring system of critical patients,Sistema inteligente de apoio à decisão e monitorização de doentes críticos em tempo-real". Portuguese Journal of Public Health 35 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85077303942&partnerID=MN8TOARS.
    10.1159/000486146
  12. Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. "Data mining to predict the use of vasopressors in intensive medicine patients". Jurnal Teknologi 78 6-7 (2016): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84975029552&partnerID=MN8TOARS.
    10.11113/jt.v78.9075
  13. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Clustering data mining models to identify patterns in weaning patient failures". International Journal of Biology and Biomedical Engineering 10 (2016): 183-190. http://www.scopus.com/inward/record.url?eid=2-s2.0-85040247764&partnerID=MN8TOARS.
  14. Brandão, A.; Pereira, E.; Esteves, M.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. "A benchmarking analysis of open-source business intelligence tools in healthcare environments". Information (Switzerland) 7 4 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85007290342&partnerID=MN8TOARS.
    10.3390/info7040057
  15. Neves, J.; Martins, M.R.; Vilhena, J.; Gomes, S.; Abelha, A.; Machado, J.; Vicente, H.. "A Soft Computing Approach to Kidney Diseases Evaluation". Journal of Medical Systems 39 10 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84940103338&partnerID=MN8TOARS.
    10.1007/s10916-015-0313-4
  16. Cardoso, L.; Marins, F.; Magalhães, R.; Marins, N.; Oliveira, T.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. "Abstract computation in schizophrenia detection through artificial neural network based systems". Scientific World Journal 2015 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84925337170&partnerID=MN8TOARS.
    10.1155/2015/467178
  17. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. "Improving quality of services in maternity care triage system". International Journal of E-Health and Medical Communications 6 2 (2015): 10-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944457692&partnerID=MN8TOARS.
    10.4018/IJEHMC.2015040102
  18. Portela, F.; Veloso, R.; Oliveira, O.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, A.; Rua, F.. "Predict hourly patient discharge probability in intensive care units using Data Mining". Indian Journal of Science and Technology 8 32 (2015): 2-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-85008199767&partnerID=MN8TOARS.
    10.17485/ijst/2015/v8i32/92043
  19. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "The next generation of interoperability agents in healthcare". International Journal of Environmental Research and Public Health 11 5 (2014): 5349-5371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900870917&partnerID=MN8TOARS.
    10.3390/ijerph110505349
  20. Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine". International Journal of Healthcare Information Systems and Informatics 9 3 (2014): 36-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919657431&partnerID=MN8TOARS.
    10.4018/ijhisi.2014070103
  21. Portela, F.; Gago, P.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients". International Journal of Healthcare Information Systems and Informatics 8 4 (2013): 1-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903153312&partnerID=MN8TOARS.
    10.4018/ijhisi.2013100101
  22. Miranda, Miguel; Machado, Jose; Abelha, Antonio; Neves, Jose. "Healthcare Interoperability through a JADE Based Multi-Agent Platform". Intelligent Distributed Computing Vi 446 (2013): 83-88. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000335643600011&KeyUID=WOS:000335643600011.
  23. Vicente, H.; Couto, C.; Machado, J.; Abelha, A.; Neves, J.. "Prediction of water quality parameters in a reservoir using artificial neural networks". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 310-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866088685&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-310-319
  24. Neves, J.; Ribeiro, J.; Pereira, P.; Alves, V.; Machado, J.; Abelha, A.; Novais, P.; et al. "Evolutionary intelligence in asphalt pavement modeling and quality-of-information". Progress in Artificial Intelligence 1 1 (2012): 119-135. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879738869&partnerID=MN8TOARS.
    10.1007/s13748-011-0003-5
  25. Couto, C.; Vicente, H.; Machado, J.; Abelha, A.; Neves, J.. "Water quality modeling using artificial intelligence-based tools". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 300-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866094661&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-300-309
  26. Vicente, H.; Dias, S.; Fernandes, A.; Abelha, A.; MacHado, J.; Neves, J.. "Prediction of the quality of public water supply using artificial neural networks". Journal of Water Supply: Research and Technology - AQUA 61 7 (2012): 446-459. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872189812&partnerID=MN8TOARS.
    10.2166/aqua.2012.014
  27. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". International Journal of Computer Aided Engineering and Technology 2 4 (2010): 436-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937691217&partnerID=MN8TOARS.
    10.1504/IJCAET.2010.035396
  28. Santos, M.F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information architecture for intelligent decision support in intensive medicine". WSEAS Transactions on Computers 8 5 (2009): 810-819. http://www.scopus.com/inward/record.url?eid=2-s2.0-69549098007&partnerID=MN8TOARS.
  29. Neves, J.; Santos, M.; Machado, J.; Abelha, A.. "Electronic Health Records - Organizational, Regional, National, or Worldwide?". Proceedings of the 1st Wseas International Conference on Biomedical Electronics and Biomedical Informatics (2008): 116-121. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000260437900017&KeyUID=WOS:000260437900017.
  30. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". Webist 2008: Proceedings of the Fourth International Conference on Web Information Systems and Technologies, Vol 1 (2008): 264-268. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000259260900043&KeyUID=WOS:000259260900043.
  31. Salini, R.; Neves, J.; Abelha, A.. "THE ROAD MAP TO APPLY EVOLUTIONARY INTELLIGENCE TO ASPHALT PAVEMENT MODELLING". 22nd European Conference on Modelling and Simulation, Proceedings (2008): 573-579. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000261605800083&KeyUID=WOS:000261605800083.
  32. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of Service in Healthcare Units". European Simulation and Modelling Conference 2008 (2008): 291-298. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000264749400043&KeyUID=WOS:000264749400043.
  33. Machado, J.; Alves, V.; Abelha, A.; Neves, J.. "Ambient intelligence via multiagent systems in the medical arena". Engineering Intelligent Systems 15 3 (2007): 151-158. http://www.scopus.com/inward/record.url?eid=2-s2.0-45549089672&partnerID=MN8TOARS.
  34. Machado, J.; Alves, V.; Abelha, A.; Neves, J.. "Ambient intelligence via multiagent systems in the medical arena". Engineering Intelligent Systems for Electrical Engineering and Communications 15 3 (2007): 151-157. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000256254300004&KeyUID=WOS:000256254300004.
  35. Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.. "Ambient intelligence and simulation in health care virtual scenarios". Establishing the Foundation of Collaborative Networks 243 (2007): 461-468. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000249668300049&KeyUID=WOS:000249668300049.
  36. Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. "The Halt Condition in Genetic Programming". Progress in Artificial Intelligence, Proceedings 4874 (2007): 160-169. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000252074800014&KeyUID=WOS:000252074800014.
  37. Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. "Legal security and credibility in agent based virtual enterprises". Collaborative Networks and Their Breeding Environments 186 (2005): 503-512. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000232417600053&KeyUID=WOS:000232417600053.
  38. Alves, V.; Neves, J.; Maia, M.; Nelas, L.; Santos, M.; Abelha, A.. "A computational environment for building intelligent medical diagnosis based systems". Applications and Innovations in Intelligent Systems X (2003): 149-161. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000181127800011&KeyUID=WOS:000181127800011.
  39. Neves J; Cortez P; Rocha M; Abelha A; Machado J; Alves V; Basto S; Botelho H. "A unified framework for data modeling on medical information systems.". Studies in health technology and informatics (1999): http://europepmc.org/abstract/med/10724977.
  40. Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; Machado, J.; Alves, V.; Basto, S.; Botelho, H.. "A unified framework for data modeling on Medical Information Systems". Medical Informatics Europe '99 68 (1999): 68-71. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000084548800015&KeyUID=WOS:000084548800015.
  41. Neves, J.; Machado, J.; Novais, P.; Abelha, A.. "A multi-agent system for law enforcement simulation". Simulation in Industry: 9th European Simulation Symposium 1997 (1997): 242-246. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000088776300043&KeyUID=WOS:000088776300043.
  42. Neves, J.; Machado, J.; Analide, C.; Novais, P.; Abelha, A.. "Extended Logic Programming applied to the specification of Multi-Agent Systems and their computing environments". 1997 Ieee International Conference on Intelligent Processing Systems, Vols 1 & 2 (1997): 159-164. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000073594000027&KeyUID=WOS:000073594000027.
Capítulo de livro
  1. Sara Oliveira; Marisa Esteves; Rui Cernadas; António Abelha; José Machado. "The Development of a Business Intelligence Web Application to Support the Decision-Making Process Regarding Absenteeism in the Workplace". 2020.
    10.1007/978-3-030-40690-5_11
  2. Portela, F.; Gago, P.; Santos, M. F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.; Quintas, C.; Pinto, F.. "Intelligent and Real Time Data Acquisition and Evaluation to Determine Critical Events in Intensive Medicine". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 716-724. 2012.
    10.1016/j.protcy.2012.09.079
  3. Miranda, M.; Salazar, M.; Portela, F.; Santos, M.; Abelha, A.; Neves, J.; Machado, J.. "Multi-agent systems for HL7 interoperability services". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 725-733. 2012.
    10.1016/j.protcy.2012.09.080
  4. Peixoto, H.; Duarte, J.; Abelha, A.; Santos, M.; Machado, J.. "ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 734-742. 2012.
    10.1016/j.protcy.2012.09.081
  5. Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C. F.; et al. "Data Acquisition Process for an Intelligent Decision Support in Gynecology and Obstetrics Emergency Triage". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 223-232. 2011.
  6. Portela, C. F.; Santos, M. F.; Silva, A.; Machado, J.; Abelha, A.. "Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 233-243. 2011.
  7. Duarte, J.; Portela, C. F.; Abelha, A.; Machado, J.; Santos, M. F.. "Electronic Health Record in Dermatology Service". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 156-164. 2011.
  8. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. "Evolutionary Intelligence in Agent Modeling and Interoperability". editado por Novais, P.; Preuveneers, D.; Corchado, J. M., 253-257. 2011.
  9. Machado, J.; Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.. "Morality in Group Decision Support Systems in Medicine". editado por Essaaidi, M.; Malgeri, M.; Badica, C., 191-200. 2010.
  10. Miranda, M.; Pontes, G.; Goncalves, P.; Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. "Modelling Intelligent Behaviours in Multi-agent Based HL7 Services". editado por Lee, R., 95-106. 2010.
  11. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. "A Step towards Medical Ethics Modeling". editado por Takeda, H., 27-36. 2010.
  12. Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.. "Semantic Interoperability and Health Records". editado por Takeda, H., 236-237. 2010.
  13. Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. "Modeling Medical Ethics through Intelligent Agents". editado por Godart, C.; Gronau, N.; Sharma, S.; Canals, G., 112-122. 2009.
  14. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "A Group Decision Support System for Staging of Cancer". editado por Weerasinghe, D., 114-121. 2009.
  15. Analide, C.; Abelha, A.; Machado, J.; Neves, J.. "An Agent Based Approach to the Selection Dilemma in CBR". editado por Badica, C.; Mangioni, G.; Carchiolo, V.; Burdescu, D. D., 35-44. 2008.
Livro
  1. Faria, S.; Oliveira, D.; Abelha, A.; Machado, J.. Intelligent support system for the provision of inpatient care. 2020.
    10.1007/978-3-030-40690-5_36
  2. 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
  3. 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
  4. 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
  5. 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
  6. Ferreira, D.; Neto, C.; Machado, J.; Abelha, A.. Steps towards online monitoring systems and interoperability. 2019.
    10.1007/978-3-030-16187-3_51
  7. Neto, C.; Ferreira, D.; Abelha, A.; Machado, J.. Improving healthcare delivery with new interactive visualization methods. 2019.
    10.1007/978-3-030-16187-3_52
  8. 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
  9. 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
  10. Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.. Waiting time screening in healthcare. 2018.
    10.1007/978-3-319-98752-1_14
  11. Coelho, D.; Guimarães, T.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive business intelligence in misericordias – A Portuguese case study. 2018.
    10.1007/978-3-319-93644-4_5
  12. Mendonça, A.; Pereira, J.; Reis, R.; Alves, V.; Abelha, A.; Ferraz, F.; Neves, J.; Ribeiro, J.; Vicente, H.. A case-based reasoning approach to GBM evolution. 2018.
    10.1007/978-3-319-98446-9_46
  13. Esteves, M.; Miranda, F.; Machado, J.; Abelha, A.. Mobile collaborative augmented reality and business intelligence: A system to support elderly people’s self-care. 2018.
    10.1007/978-3-319-77700-9_20
  14. Gonçalves, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. Step towards a pervasive data system for intensive care medicine. 2018.
    10.1007/978-3-319-77700-9_35
  15. Oliveira, D.; Coimbra, A.; Miranda, F.; Abreu, N.; Leuschner, P.; Machado, J.; Abelha, A.. New approach to an openEHR introduction in a portuguese healthcare facility. 2018.
    10.1007/978-3-319-77700-9_21
  16. Martins, B.; Rei, J.; Braga, M.; Abelha, A.; Vicente, H.; Neves, J.. Kidney care—a personal assistant assessment. 2018.
    10.1007/978-3-319-62530-0_3
  17. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2017.
  18. Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Text mining models to predict brain deaths using X-Rays clinical notes. 2017.
    10.1007/978-3-319-58130-9_15
  19. Carvalhosa, P.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Pervasiveness in digital marketing – A global overview. 2017.
    10.1007/978-3-319-56541-5_40
  20. Costa, A.; Santos, M.F.; Abelha, A.. A data warehouse schema to support financial process in local eGov. 2017.
    10.1007/978-3-319-56535-4_36
  21. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. Improving quality of services in maternity care triage system. 2017.
    10.4018/978-1-5225-2237-9.ch039
  22. Morgado, P.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. A case-based approach to colorectal cancer detection. 2017.
    10.1007/978-981-10-4154-9_50
  23. Marins, F.; Cardoso, L.; Esteves, M.; Machado, J.; Abelha, A.. An agent-based rfid monitoring system for healthcare. 2017.
    10.1007/978-3-319-56541-5_42
  24. Silva, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An ontology for mapping cerebral death. 2017.
    10.1007/978-3-319-56541-5_31
  25. Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. Real-time models to predict the use of vasopressors in monitored patients. 2016.
    10.1007/978-3-319-29175-8_2
  26. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting pre-triage waiting time in a maternity emergency room through data mining. 2016.
    10.1007/978-3-319-29175-8_10
  27. Pereira, E.; Portela, F.; Abelha, A.. A clinical recommendation system to maternity care. 2016.
    10.4018/978-1-4666-9882-6.ch004
  28. Quintas, A.; Vicente, H.; Novais, P.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. A case based approach to assess waiting time prediction at an intensive care unity. 2016.
    10.1007/978-3-319-41929-9_4
  29. Coimbra, A.; Vicente, H.; Abelha, A.; Filipe Santos, M.; Machado, J.; Neves, J.. Prediction of length of hospital stay in preterm infants a case-based reasoning view. 2016.
    10.1007/978-3-319-39630-9_10
  30. Guimarães, T.; Coimbra, A.; Frutuoso, S.; Abelha, A.. A multiplatform decision support tool in neonatology and pediatric care. 2016.
    10.4018/978-1-4666-9882-6.ch014
  31. Machado, J.; Abelha, A.. Applying business intelligence to clinical and healthcare organizations. 2016.
    10.4018/978-1-4666-9882-6
  32. Faria, R.; Vicente, H.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A case-based approach to nosocomial infection detection. 2016.
    10.1007/978-3-319-39384-1_14
  33. Machado, J.; Abelha, A.. Preface. 2016.
  34. Machado, J.; Abelha, A.. Preface. 2016.
  35. Esteves, M.; Vicente, H.; Gomes, S.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. Waiting time screening in diagnostic medical imaging – A case-based view. 2016.
    10.1007/978-3-319-40973-3_30
  36. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Critical events in mechanically ventilated patients. 2016.
    10.1007/978-3-319-31307-8_61
  37. Oliveira, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Optimization techniques to detect early ventilation extubation in intensive care units. 2016.
    10.1007/978-3-319-31307-8_62
  38. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive adaptive data acquisition gateway for critical healthcare. 2016.
    10.1007/978-3-319-31307-8_59
  39. Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive patient timeline for intensive care units. 2016.
    10.1007/978-3-319-31307-8_55
  40. Neves, J.; Gonçalves, N.; Oliveira, R.; Gomes, S.; Macedo, J.; Abelha, A.; Analide, C.; et al. Screening a case base for stroke disease detection. 2016.
    10.1007/978-3-319-32034-2_1
  41. Pereira, S.; Torres, L.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting triage waiting time in maternity emergency care by means of data mining. 2016.
    10.1007/978-3-319-31307-8_60
  42. Neves, J.; Rosário Martins, M.; Vicente, H.; Abelha, A.; Machado, J.. An assessment of chronic kidney diseases. 2015.
    10.1007/978-3-319-16486-1_18
  43. Portela, F.; Oliveira, S.; Santos, M.; Machado, J.; Abelha, A.. A real-time intelligent system for tracking patient condition. 2015.
    10.1007/978-3-319-26508-7_9
  44. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.; Silva, Á.. Real-time decision support using data mining to predict blood pressure critical events in intensive medicine patients. 2015.
    10.1007/978-3-319-26508-7_8
  45. Neves, J.; Fernandes, A.; Gomes, G.; Neves, M.; Abelha, A.; Vicente, H.. International standard ISO 9001 – a soft computing view. 2015.
    10.1007/978-3-319-29133-8_8
  46. Carvalho, S.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards of a homemade business intelligence solution - A case study in textile industry. 2015.
    10.1007/978-3-319-16486-1_36
  47. Lima, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Big data for stock market by means of mining techniques. 2015.
    10.1007/978-3-319-16486-1_67
  48. Novo, A.; Duarte, J.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Information systems assessment in pathologic anatomy service. 2015.
    10.1007/978-3-319-16528-8_19
  49. Silva, E.; Cardoso, L.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Predicting nosocomial infection by using data mining technologies. 2015.
    10.1007/978-3-319-16528-8_18
  50. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Predicting plateau pressure in intensive medicine for ventilated patients. 2015.
    10.1007/978-3-319-16528-8_17
  51. Teixeira, R.; Afonso, F.; Oliveira, B.; Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. Decision support in E-government – a pervasive business intelligence approach case study in a local government. 2015.
    10.1007/978-3-319-16528-8_15
  52. Neves, J.; Cunha, A.; Almeida, A.; Carvalho, A.; Abelha, A.; Machado, J.; Vicente, H.. Artificial neural networks in diagnosis of liver diseases. 2015.
    10.1007/978-3-319-22741-2_7
  53. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting preterm birth in maternity care by means of data mining. 2015.
    10.1007/978-3-319-23485-4_12
  54. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Clustering barotrauma patients in ICU–A data mining based approach using ventilator variables. 2015.
    10.1007/978-3-319-23485-4_13
  55. Pereira, A.; Pereira, E.; Silva, E.; Guimarães, T.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An overview of the quality of service in bluetooth communications in healthcare. 2015.
    10.1007/978-3-319-19695-4_16
  56. 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
  57. Marins, F.; Cardoso, L.; Portela, F.; Abelha, A.; Machado, J.. Intelligent systems for monitoring and prevention in healthcare information systems. 2014.
    10.1007/978-3-319-09153-2_15
  58. Marins, F.; Cardoso, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. cImproving high availability and reliability of health interoperability systems. 2014.
    10.1007/978-3-319-05948-8_20
  59. Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predictive models for hospital bed management using data mining techniques. 2014.
    10.1007/978-3-319-05948-8_39
  60. Portela, F.; Santos, M.F.; MacHado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive and intelligent decision support in intensive medicine - The complete picture. 2014.
    10.1007/978-3-319-10265-8_9
  61. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. A multi-agent platform for hospital interoperability. 2014.
    10.1007/978-3-319-07596-9_14
  62. Silva, E.; Alpuim, A.; Cardoso, L.; Marins, F.; Quintas, C.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. Business intelligence and nosocomial infection decision making. 2014.
    10.4018/978-1-4666-6477-7.ch010
  63. Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2014.
    10.4018/978-1-4666-6339-8.ch015
  64. Pereira, E.; Brandão, A.; Salazar, M.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.; Braga, J.. Pre-triage decision support improvement in maternity care by means of data mining. 2014.
    10.4018/978-1-4666-6477-7.ch009
  65. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2014.
    10.4018/978-1-4666-6118-9.ch005
  66. Pontes, G.; Portela, C.F.; Rodrigues, R.; Santos, M.F.; Neves, J.; Abelha, A.; Machado, J.. Modeling intelligent agents to integrate a patient monitoring system. 2013.
    10.1007/978-3-319-00563-8_17
  67. Salgado, C.; Cardoso, L.; Gonçalves, P.; Abelha, A.; Machado, J.. Tracking People and Equipment Simulation inside Healthcare Units. 2013.
    10.1007/978-3-319-00566-9_2
  68. Pereira, R.; Salazar, M.; Abelha, A.; Machado, J.. SWOT analysis of a Portuguese Electronic Health Record. 2013.
    10.1007/978-3-642-37437-1_14
  69. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.. Pervasive and intelligent decision support in critical health care using ensembles. 2013.
    10.1007/978-3-642-40093-3_1
  70. Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2013.
    10.4018/978-1-4666-3667-5.ch004
  71. Marins, F.; Cardoso, L.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Intelligent information system to tracking patients in intensive care units. 2013.
    10.1007/978-3-319-03176-7_8
  72. Miranda, M.; MacHado, J.; Abelha, A.; Neves, J.. Healthcare interoperability through a JADE based multi-agent platform. 2013.
    10.1007/978-3-642-32524-3-11
  73. Portela, F.; Santos, M.F.; Silva, Á.; Abelha, A.; Machado, J.. Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine. 2013.
    10.1007/978-3-642-54105-6_27
  74. Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Predict sepsis level in intensive medicine - Data mining approach. 2013.
    10.1007/978-3-642-36981-0_19
  75. Salazar, M.; Duarte, J.; Pereira, R.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards paper free hospital through electronic health record. 2013.
    10.1007/978-3-642-36981-0_63
  76. Santos, M.F.; Portela, F.; Miranda, M.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. Grid data mining strategies for outcome prediction in distributed intensive care units. 2013.
    10.4018/978-1-4666-3667-5.ch006
  77. Portela, F.; Santos, M.F.; Machado, J.; Silva, Á.; Rua, F.; Abelha, A.. Intelligent data acquisition and scoring system for intensive medicine. 2012.
    10.1007/978-3-642-32395-9_1
  78. Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012.
    10.1007/978-3-642-34624-8_31
  79. Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, C.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. An intelligent patient monitoring system. 2012.
    10.1007/978-3-642-34624-8_32
  80. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.; Ieee,. Usability Evaluation of Electronic Health Record. 2012.
  81. Silva, P.; Quintas, C.; Duarte, J.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.; Ieee,. Hospital database workload and fault forecasting. 2012.
  82. Portela, C.F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Enabling a pervasive approach for intelligent decision support in critical health care. 2011.
    10.1007/978-3-642-24352-3_25
  83. Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C.F.; et al. Data acquisition process for an intelligent decision support in gynecology and obstetrics emergency triage. 2011.
    10.1007/978-3-642-24352-3_24
  84. Duarte, J.; Portela, C.F.; Abelha, A.; Machado, J.; Santos, M.F.. Electronic health record in dermatology service. 2011.
    10.1007/978-3-642-24352-3_17
  85. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. Evolutionary intelligence in agent modeling and interoperability. 2011.
    10.1007/978-3-642-19937-0_33
  86. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. A step towards medical ethics modeling. 2010.
  87. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. Interoperabity in Healthcare. 2010.
  88. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. Interoperability Performance in a Healthcare Environment. 2010.
  89. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  90. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandez-Delgado, M.; Neves, J.; Ieee,. Handling Incomplete Information in an Evolutionary Environment. 2010.
  91. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  92. Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.. Semantic interoperability and health records. 2010.
  93. 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
  94. MacHado, J.; Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.. Morality in group decision support systems in medicine. 2010.
    10.1007/978-3-642-15211-5_20
  95. Machado, J.; Miranda, M.; Pontes, G.; dos Santos, D.; Santos, M.; Abelha, A.; Neves, J.. Intelligent Agents and Medical Moral Dilemmas. 2009.
  96. Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. Modeling Medical Ethics through Intelligent Agents. 2009.
    10.1007/978-3-642-04280-5_10
  97. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A group decision support system for staging of cancer. 2009.
    10.1007/978-3-642-00413-1_14
  98. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. Information Modeling for Real-Time Decision Support in Intensive Medicine. 2009.
  99. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. Interoperability and Healthcare. 2009.
  100. Salini, R.; Neves, J.; Abelha, A.. INTELLIPave - CONSIDERING ASIDE FAILURE CRITERIA AND UNKNOWN VARIABLES IN EVOLUTIONARY INTELLIGENCE BASED MODELS FOR ASPHALT PAVEMENT. 2009.
  101. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. Quality of Service in Transplantation via The Electronic Medical Record. 2009.
  102. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. Information Modeling for Real-Time Decision Support in Intensive Medicine. 2009.
  103. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. AN AGENT-BASED ARCHITECTURE FOR CANCER STAGING. 2009.
  104. Analide, C.; Abelha, A.; Machado, J.; Neves, J.. An agent based approach to the selection dilemma in CBR. 2008.
    10.1007/978-3-540-85257-5_4
  105. Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.. Ambient intelligence and simulation in health care virtual scenarios. 2007.
    10.1007/978-0-387-73798-0_49
  106. Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. The halt condition in genetic programming. 2007.
  107. Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. Legal security and credibility in agent based virtual enterprises. 2005.
  108. Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; MacHado, J.; Alves, V.; Basto, S.; Botelho, H.. A unified framework for data modeling on medical information systems. 1999.
    10.3233/978-1-60750-912-7-68
Atividades

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2018 - 2018 BPM para processos hospitalares usando BPMN
Orientador
Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 ABI em saúde
Orientador
Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Gestão de workflows Clínicos
Orientador
Engenharia e Gestão de Sistemas de Informação (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Agendamento inteligente de blocos operatórios
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Business intelligence: indicadores de desempenho num bloco operatório
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Melhoria da qualidade de serviços e monitorização clinica das gravidez
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2018 - 2018 Mobile Collaborative Augmented Reality and Business Inteligence: A system to Support Elderly People´s Self-Care
Orientador
Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2017 - 2017 plataforma de apoio à prática de cuidados de enfermagem em contexto hospitalar
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 ferramenta de apoio à decisão em uniddaes de neonatologia e pediatria
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 plataforma de suporte à decisão médica para transpkante de ógãos baseada em Business intelligence
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2016 - 2016 Qualidade da Informação no Processo de Tomada de Decisão em Grupo
Orientador
Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2014 - 2014 Auditoria aos sistemas de informação hospitalares
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Apoio à decisão em ginecologia e obstetrícia
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Business intelligence : indicadores da interrupção voluntária da gravidez
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Plataforma de Business Intelligence para o estudo de infeção nosocomial
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2014 - 2014 Portuguese sign language recognition from depth sensing human gesture and motion capture
Orientador
Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Desenvolvimento de uma plataforma baseada em agentes para a interoperabilidade
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Normas, nomenclaturas e uniformização do registo clínico
Orientador
Engenharia Biomédica (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Mobile application to support pediatric medical practice
Orientador
Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2013 - 2013 Apoio à prática obstétrica em plataformas móveis
Orientador
Engenharia Informática (Mestrado)
Universidade do Minho, Portugal
2012 - 2012 Staps towards interoperability in Healthcare Environment
Orientador
Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
2011 - 2011 Improving quality of information in health records with medical ontologies
Orientador
Engenharia Biomédica (Doutoramento)
Universidade do Minho, Portugal
Distinções

Prémio

2017 Best Paper Award The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Nice, France. IARIA.
2016 Portugal Digital Award, "Best Strategic Tool", AIDA-BI Area do Medico, in collaboration with Centro Hospitalar do Porto
2014 8ª Edição do Prémio de Boas Práticas em Saúde, Projeto “Sistema adaptativo de triagem para urgência de maternidade (CMIN)”, Centro Hospitalar do Porto, Lisboa
2009 Interoperability and Electronic Health Records, with Hospital Geral de Santo António, 3rd place
2008 Best paper award, 2nd annual European Simulation and Modelling Conference (ESM 2008)
2008 Dematerialization of Clinical Records, in collaboration with Hospital Geral de Santo António, Oporto, 2nd place.
2007 Project of collaboration with Hospital Geral de Santo António, in Oporto, Hospital do Futuro 2006/2007, in e-Health