Alexandre de Mendonça
Orcid: 0000-0002-0488-1453
According to our database1,
Alexandre de Mendonça
authored at least 10 papers
between 2013 and 2024.
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Bibliography
2024
Identifying latent disease factors differently expressed in patient subgroups using group factor analysis.
CoRR, 2024
2020
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.
J. Biomed. Informatics, 2020
2019
Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: Initial application to the GENFI cohort.
NeuroImage, 2019
2018
Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability.
BMC Medical Informatics Decis. Mak., 2018
Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease.
CoRR, 2018
2017
Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows.
BMC Medical Informatics Decis. Mak., 2017
Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach.
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer's Disease Using Genetic Algorithms.
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer's Disease: stepwise learning using time windows.
Proceedings of the 1st ACM Workshop on Medical Informatics and Healthcare, 2017
2013
Proceedings of the Progress in Artificial Intelligence, 2013