Sandra Cardoso

According to our database, Sandra Cardoso authored at least 8 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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.

Telma Pereira, Sandra Cardoso, Manuela Guerreiro, Alexandre de Mendonça, Sara C. Madeira, Alzheimer's Disease Neuroimaging Initiative

J. Biomed. Informatics, 2020

2019

Architecture for Video mapping Development: The Method and the Application in NMSPCAM.

Pedro Miguel Faria, Sandra Cardoso, Roberto Morais

Proceedings of the International Conference on Graphics and Interaction, 2019

Visual Engagement and Historical Accuracy in a Production for a Video Mapping Projection.

Pedro Miguel Faria, Pedro Miguel Moreira, Sandra Cardoso, Roberto Morais

Proceedings of the ARTECH 2019: 9th International Conference on Digital and Interactive Arts, 2019

2018

Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability.

Telma Pereira, Francisco L. Ferreira, Sandra Cardoso, Dina Silva, Alexandre de Mendonça, Manuela Guerreiro, Sara C. Madeira

BMC Medical Informatics Decis. Mak., 2018

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease.

Telma Pereira, Sandra Cardoso, Dina Silva, Manuela Guerreiro, Alexandre de Mendonça, Sara C. Madeira

CoRR, 2018

2017

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

Telma Pereira, Luís Lemos, Sandra Cardoso, Dina Silva, Ana Rodrigues, Isabel Santana, Alexandre de Mendonça, Manuela Guerreiro, Sara C. Madeira

BMC Medical Informatics Decis. Mak., 2017

Towards Trustworthy Predictions of Conversion from Mild Cognitive Impairment to Dementia: A Conformal Prediction Approach.

Telma Pereira, Sandra Cardoso, Dina Silva, Alexandre de Mendonça, Manuela Guerreiro, Sara C. Madeira

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.

Francisco L. Ferreira, Sandra Cardoso, Dina Silva, Manuela Guerreiro, Alexandre de Mendonça, Sara C. Madeira

Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017