According to our database1, Telma Pereira authored at least 7 papers between 2017 and 2020.
Legend:Book In proceedings Article PhD thesis Other
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
Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a mixture of experts and conformal predictors.
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.
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
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