José Machado

Associate Professor with Habilitation
Informatics
University of Minho
E-mail: jmac@di.uminho.pt
Page: http://www.di.umnho.pt/~jmm

Fields of interest

  • Knowledge and Data Engineering
  • Biomedical Informatics
  • Artificial Intelligence

Recent publications

José Neves, M. Rosário Martins, João Vilhena, João Neves, Sabino Gomes, António Abelha, José Machado and Henrique Vicente, A Soft Computing Approach to Kidney Diseases Evaluation, Journal of Medical Systems, Springer, 2015. DOI: 10.1007/s10916-015-0313-4

António Abelha, Eliana Pereira, Andreia Brandão, Filipe Portela, Manuel Filipe Santos, José Machado, Jorge Braga. Improving Quality of Services in Maternity Care Triage System. International Journal of E-Health and Medical Communications (IJEHMC), Volume 6, Issue 2, IGI Global. (2015). DOI: 10.4018/IJEHMC.2015040102

José Neves, Adriana Cunha, Ana Almeida, André Carvalho, João Neves, António Abelha, José Machado and Henrique Vicente, Artificial Neural Networks in Diagnosis of Liver Diseases, in Information Technology in Bio- and Medical Informatics, Lecture Notes in Computer Science, Volume 9267, 2015, pp 71-80 DOI: 10.1007/978-3-319-22741-2_7

Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Characterizing Barotrauma Patients in ICU – Clustering Data Mining using Ventilator Variables, in Progress in Artificial Intelligence, Lecture Notes in Computer Science, Volume 9273, Springer. (2015). DOI: 10.1007/978-3-319-23485-4_13

Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Predicting Preterm Birth in Maternity Care by means of Data Mining, in Progress in Artificial Intelligence, Lecture Notes in Computer Science, Volume 9273, Springer. (2015). DOI: 10.1007/978-3-319-23485-4_12

José Neves, Tiago Guimarães, Sabino Gomes, Henrique Vicente, Mariana Santos, João Neves, José Machado and Paulo Novais, Logic Programming and Artificial Neural Networks in Breast Cancer Detection, in Advances in Computational Intelligence, Lecture Notes in Computer Science, Volume 9095, 2015. DOI: 10.1007/978-3-319-19222-2_18

Luciana Cardoso, Fernando Marins, Ricardo Magalhães, Nivaldo Marins, Tiago Oliveira, Henrique Vicente, Antonio Abelha, José Machado and Jose Neves, Abstract Computation in Schizophrenia Detection through Artificial Neural Network based Systems, The Scientific World Journal, vol. 2015, Article ID 467178, 2015. DOI: 10.1155/2015/467178

Filipe Portela, Manuel Filipe Santos, Álvaro Silva, José Machado, António Abelha and Fernando Rua. Pervasive and Intelligent Decision Support in Intensive Medicine – The Complete Picture . Lecture Notes in Computer Science (LNCS) – Information Technology in Bio- and Medical Informatics. Springer. (2014) (SCIMago SJR 0.31-Q2) DOI: 10.1007/978-3-319-10265-8_9

Luciana Cardoso,Fernando Marins, Filioe Portela, Manuel Santos, António Abelha; José Machado, 2014. The Next Generation of Interoperability Agents in Healthcare. Int. J. Environ. Res. Public Health 11, no. 5: 5349-5371, 2014. (JCR 1.998 Q2 – SCIMago Q2) DOI: 10.3390/ijerph110505349

Fernando Marins, Luciana Cardoso, Filipe Portela, António Abelha and José Machado, Intelligent Systems for Monitoring and Prevention in Healthcare Information Systems, B. Murgante et al. (Eds.): ICCSA 2014, Part VI, Springer Lecture Notes in Computer Science Volume 8584, pp. 197–211, 2014