Alexandre de Mendonça

According to our database1, Alexandre de Mendonça authored at least 9 papers between 2013 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

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
Class Imbalance in the Prediction of Dementia from Neuropsychological Data.
Proceedings of the Progress in Artificial Intelligence, 2013


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