Publications

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2018
Pereira, T., S. Cardoso, D. Silva, M. Guerreiro, A. de Mendonça, and S. C. Madeira, "Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease", Workshop on Machine Learning for Medicine and Healthcare, 2018.
2017
Ferreira, F. L., S. Cardoso, D. Silva, M. Guerreiro, A. de Mendonça, and S. C. Madeira, "Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer’s Disease Using Genetic Algorithms", International Conference on Practical Applications of Computational Biology & Bioinformatics: Springer, pp. 180–188, 2017.
Pereira, T., L. Lemos, S. Cardoso, D. Silva, A. Rodrigues, I. Santana, A. Mendonça, M. Guerreiro, and S. C. Madeira, "Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows", BMC medical informatics and decision making, vol. 17, no. 1: BioMed Central, pp. 110, 2017.
Pereira, T., S. Cardoso, D. Silva, A. de Mendonça, M. Guerreiro, and S. C. Madeira, "Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach", International Conference on Practical Applications of Computational Biology & Bioinformatics: Springer, pp. 155–163, 2017.