Book Chapters

  1. Abreu, Ana; Ferreira, Diana; Neto, Cristiana; Abelha, António; Machado, José. 2021. "Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques.". In Advances in Digital Science: ICADS 2021, 198-209. Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-71782-7_18

    Published • 10.1007/978-3-030-71782-7_18

  2. Neto, Cristiana; Silva, Mateus; Fernandes, Mariana; Ferreira, Diana; Machado, José. 2021. "Prediction Models for Polycystic Ovary Syndrome Using Data Mining.". In Advances in Digital Science: ICADS 2021, 210-221. Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-71782-7_19

    Published • 10.1007/978-3-030-71782-7_19

  3. Nogueira, Maria; Ferreira, Diana; Neto, Cristiana; Abelha, António; Machado, José. 2021. "Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data.". In International Conference on Information Technology & Systems, 60-69. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-68418-1_7

    Published • 10.1007/978-3-030-68418-1_7

  4. Neto, Cristiana; Rodrigues, Caroline; Mendonça, Emely; Sartori, Laercio; de Pinho, Rafaela; Ferreira, Diana; Abelha, António; Machado, José. 2021. "Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data.". In International Conference on Information Technology & Systems, 70-79. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-68418-1_8

    Published • 10.1007/978-3-030-68418-1_8

  5. Lori, Nicolas; Ferreira, Diana; Alves, Victor; Machado, José. 2020. "Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics.". International Conference on Intelligent Data Engineering and Automated Learning, 309-321. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-62365-4_35

    Published • 10.1007/978-3-030-62365-4_30

  6. Coimbra, Ana; Neto, Cristiana; Ferreira, Diana; ... ; Machado, José. 2020. "Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data.". International Conference on Intelligent Data Engineering and Automated Learning, 368-376. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-62365-4_35

    Published • 10.1007/978-3-030-62365-4_35

  7. Jesus, Tiago; Duarte, Júlio; Ferreira, Diana; ... ; Machado, José. 2020. "Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data.". International Conference on Intelligent Data Engineering and Automated Learning, 549-560. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-62365-4_53

    Published • 10.1007/978-3-030-62365-4_53

  8. Sousa, Regina; Ferreira, Diana; Abelha, António; Machado, José. 2020. "Step Towards Monitoring Intelligent Agents in Healthcare Information Systems.". World Conference on Information Systems and Technologies, 510-519. Springer, Cham. http://dx.doi.org/10.1007/978-3-030-45697-9_50

    Published • 10.1007/978-3-030-45697-9_50

  9. Ferreira, Diana; Neto, Cristiana; Machado, José; Abelha, António. 2019. "Steps Towards Online Monitoring Systems and Interoperability.". In New Knowledge in Information Systems and Technologies, 527-536. Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-16187-3_51

    Published • 10.1007/978-3-030-16187-3_51

  10. Neto, Cristiana; Ferreira, Diana; Abelha, António; Machado, José. 2019. "Improving Healthcare Delivery with New Interactive Visualization Methods". In New Knowledge in Information Systems and Technologies, 537-546. Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-16187-3_52

    Published • 10.1007/978-3-030-16187-3_52

  11. Neves, José; Dias, Almeida; Silva, Cristiana; Ferreira, Diana; Costa, Luís; Ferraz, Filipa; Alves, Victor; et al. 2019. "Prediction of Neoadjuvant Chemotherapy Outcome in Breast Cancer Patients". In Applied Physics, System Science and Computers III, 324-332. Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-21507-1_45

    Published • 10.1007/978-3-030-21507-1_45

  12. Reis, Rita; Mendonça, Ana; Ferreira, Diana; Peixoto, Hugo; Machado, José. 2018. "Business Intelligence for Nutrition Therapy". In NextGeneration Mobile and Pervasive Healthcare Solutions, 203-218. IGI Global. http://dx.doi.org/10.4018/978-1-5225-2851-7.ch013

    Published • 10.4018/978-1-5225-2851-7.ch013

Journal Articles

  1. Martins, Bárbara; Ferreira, Diana; Neto, Cristiana; Abelha, António; Machado, José. 2021. "Data Mining for Cardiovascular Disease Prediction.". Journal of Medical Systems 45(1): 1-8. http://dx.doi.org/10.1007/s10916-020-01682-8

    Published • 10.1007/s10916-020-01682-8

  2. Neto, Cristiana; Senra, Fábio; Leite, Jaime; Rei, Nuno; Rodrigues, Rui; Ferreira, Diana; Machado, José. 2021. "Different Scenarios for the Prediction of Hospital Readmission for Diabetic Patients.". Journal of Medical Systems 45(1): 1-9. http://dx.doi.org/10.1007/s10916-020-01686-4

    Published • 10.1007/s10916-020-01686-4

  3. Ferreira, Diana; Silva, Sofia; Abelha, António; Machado, José. 2020. "Recommendation System Using Autoencoders.". Applied Sciences 10(16): 5510. http://dx.doi.org/10.3390/app10165510

    Published • 10.3390/app10165510

  4. Ferreira, Diana; Neto, Cristiana; Abelha, António. 2020. "Monitoring andMaintenance of Web Service Processes in Health Units". International Journal of Reliable and Quality E-Healthcare 9(1): 25-36. http://dx.doi.org/10.4018/ijrqeh.2020010103

    Published • 10.4018/ijrqeh.2020010103

  5. Neto, Cristiana; Ferreira, Diana; Abelha, António. 2020. "Improving the DecisionMaking Process in a Hospital Environment With New Interactive Visualization Methods". International Journal of Reliable and Quality E-Healthcare 9(1): 13-24. http://dx.doi.org/10.4018/ijrqeh.2020010102

    Published • 10.4018/ijrqeh.2020010102

Conference Papers

  1. Pinto, Ana; Ferreira, Diana; Neto, Cristiana; Abelha, Antonio; Machado, Jose. 2020. "Data mining to predict early stage chronic kidney disease.". In the 10th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2020). Procedia Computer Science 177: 562-567. http://dx.doi.org/10.1016/j.procs.2020.10.079

    Published • 10.1016/j.procs.2020.10.079

  2. Gonçalves, Carina; Ferreira, Diana; Neto, Cristiana; Abelha, Antonio; Machado, Jose. 2020. "Prediction of Mental Illness Associated with Unemployment Using Data Mining.". In the 10th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2020). Procedia Computer Science 177: 556-561. http://dx.doi.org/10.1016/j.procs.2020.10.078

    Published • 10.1016/j.procs.2020.10.078

  3. Miranda, Rui; Ferreira, Diana; Abelha, Antonio; Machado, Jose. 2019. "Intelligent Nutrition in Healthcare and Continuous Care". In 2019 International Conference in Engineering Applications (ICEA): International Conference Engineering Applications – ICEA, Açores, Portugal. IEEE. http://dx.doi.org/10.1109/ceap.2019.8883496

    Published • 10.1109/ceap.2019.8883496

  4. Ferreira, Diana; Peixoto, Hugo; Machado, Jose; Abelha, Antonio. 2018. "Predictive Data Mining in Nutrition Therapy". In 2018 13th APCA International Conference on Control and Soft Computing (CONTROLO): 13th APCA International Conference on Control and Soft-Computing. IEEE. http://dx.doi.org/10.1109/controlo.2018.8516413

    Published • 10.1109/controlo.2018.8516413