BIBLIOS
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Publications for tfpereira
(8)
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
(2020)
Telma Pereira
Sandra Cardoso
Manuela Guerreiro
Alexandre Mendonça
Sara C. Madeira
Journal articles
2019
Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a mixture of experts and conformal predictors
(2019)
Telma Pereira
Sofia Pires
Marta Gromicho
Mamede de Carvalho
Sara C. Madeira
Conference papers
2019
Prognostic models targeting time to conversion, stable predictors, and reliability at patient-level: Predicting progression from mild cognitive impairment to dementia
(2019)
Telma Pereira
Sara C. Madeira
Manuela Guerreiro
Academic documents
2018
Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer’s disease: a feature selection ensemble combining stability and predictability
(2018)
Telma Pereira et al., with 7 authors including:
Telma Pereira
Sara C. Madeira
Journal articles
2018
Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease
(2018)
Telma Pereira et al., with 6 authors including:
Telma Pereira
Sara C. Madeira
Conference papers
2017
Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer’s Disease: stepwise learning using time windows
(2017)
T Pereira
F Ferreira
M Guerreiro
A Mendonca
Sara C. Madeira
Conference papers
2017
Predicting progression of mild cognitive impairment to dementia using neuropsychological data: a supervised learning approach using time windows
(2017)
Telma Pereira et al., with 9 authors including:
Telma Pereira
Sara C. Madeira
Journal articles
2017
Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach
(2017)
Telma Pereira et al., with 6 authors including:
Telma Pereira
Sara C. Madeira
Book chapters