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Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows.

, , , , , , , , and . BMC Medical Informatics Decis. Mak., 17 (1): 110:1-110:15 (2017)

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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., , , , , and . J. Biomed. Informatics, (2020)Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability., , , , , , and . BMC Medical Informatics Decis. Mak., 18 (1): 137:1-137:20 (2018)Class Imbalance in the Prediction of Dementia from Neuropsychological Data., , , , , and . EPIA, volume 8154 of Lecture Notes in Computer Science, page 138-151. Springer, (2013)Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach., , , , , and . PACBB, volume 616 of Advances in Intelligent Systems and Computing, page 155-163. Springer, (2017)Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer's Disease: stepwise learning using time windows., , , , and . MIH@KDD, volume 69 of Proceedings of Machine Learning Research, page 19-26. PMLR, (2017)Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease., , , , , and . CoRR, (2018)Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows., , , , , , , , and . BMC Medical Informatics Decis. Mak., 17 (1): 110:1-110:15 (2017)Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer's Disease Using Genetic Algorithms., , , , , and . PACBB, volume 616 of Advances in Intelligent Systems and Computing, page 180-188. Springer, (2017)Predictors of positive reviews on hotels: hoteliers' perception., , and . Online Inf. Rev., 42 (2): 146-160 (2018)