Class Imbalance in the Prediction of Dementia from Neuropsychological Data. - Cecília Nunes; Dina Silva; Manuela Guerreiro; Alexandre de Mendonça; Alexandra M. Carvalho; Sara C. Madeira (EPIA, 2013)

Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer's Disease: stepwise learning using time windows. - Telma Pereira; Alexandre de Mendonça; Francisco L. Ferreira; Sara C. Madeira; Manuela Guerreiro (MIH@KDD, 2017)

Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer's Disease Using Genetic Algorithms. - Francisco L. Ferreira; Sandra Cardoso; Dina Silva; Manuela Guerreiro; Alexandre de Mendonça; Sara C. Madeira (PACBB, 2017)

Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach. - Telma Pereira; Sandra Cardoso; Dina Silva; Alexandre de Mendonça; Manuela Guerreiro; Sara C. Madeira (PACBB, 2017)

Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows. - Telma Pereira; Luís Lemos; Sandra Cardoso; Dina Silva; Ana Rodrigues 006; Isabel Santana; Alexandre de Mendonça; Manuela Guerreiro; Sara C. Madeira (BMC Medical Informatics Decis. Mak., 2017)

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease. - Telma Pereira; Sandra Cardoso; Dina Silva; Manuela Guerreiro; Alexandre de Mendonça; Sara C. Madeira (CoRR, 2018)

Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability. - Telma Pereira; Francisco L. Ferreira; Sandra Cardoso; Dina Silva; Alexandre de Mendonça; Manuela Guerreiro; Sara C. Madeira (BMC Medical Informatics Decis. Mak., 2018)

Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD. - Telma Pereira; Sandra Cardoso; Manuela Guerreiro; Alexandre de Mendonça; Sara C. Madeira; Alzheimer's Disease Neuroimaging Initiative (J. Biomed. Informatics, 2020)