Manuela Guerreiro

发表

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

Sara C. Madeira, Telma Pereira, Sandra Cardoso, 2018, ArXiv.

Prediction of Dementia Patients: A Comparative Approach Using Parametric Versus Nonparametric Classifiers

João Maroco, Dina Silva, Manuela Guerreiro, 2013 .

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

Sara C. Madeira, Telma Pereira, Sandra Cardoso, 2017, BMC Medical Informatics and Decision Making.

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

Sara C. Madeira, Manuela Guerreiro, Telma Pereira, 2018, BMC Medical Informatics and Decision Making.

Classification of primary progressive aphasia: Do unsupervised data mining methods support a logopenic variant?

Telma Pereira, Manuela Guerreiro, Carolina Maruta, 2015, Amyotrophic lateral sclerosis & frontotemporal degeneration.

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

Sara C. Madeira, Telma Pereira, Sandra Cardoso, 2017, PACBB.

Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer's Disease Using Genetic Algorithms

Sara C. Madeira, Sandra Cardoso, Dina Silva, 2017, PACBB.

Class Imbalance in the Prediction of Dementia from Neuropsychological Data

Sara C. Madeira, Alexandra M. Carvalho, Dina Silva, 2013, EPIA.

Towards a reliable prediction of conversion from Mild Cognitive Impairment to Alzheimer's Disease: stepwise learning using time windows

Sara C. Madeira, Telma Pereira, Manuela Guerreiro, 2017, MIH@KDD.

Data mining methods in the prediction of Dementia: A real-data comparison of the accuracy, sensitivity and specificity of linear discriminant analysis, logistic regression, neural networks, support vector machines, classification trees and random forests

João Maroco, Dina Silva, Manuela Guerreiro, 2011, BMC Research Notes.

Prediction of long-term (5 years) conversion to dementia using neuropsychological tests in a memory clinic setting.

João Maroco, Sandra Cardoso, Dina Silva, 2013, Journal of Alzheimer's disease : JAD.

A Sociodemographic and Neuropsychological Characterization of an Illiterate Population

Karl Magnus Petersson, Manuela Guerreiro, Alexandra Reis, 2003, Applied neuropsychology.

Comparison of Four Verbal Memory Tests for the Diagnosis and Predictive Value of Mild Cognitive Impairment

João Maroco, Dina Silva, Manuela Guerreiro, 2012, Dementia and Geriatric Cognitive Disorders Extra.

Quality of life in patients with mild cognitive impairment

João Maroco, Manuela Guerreiro, Alexandre de Mendonça, 2013, Aging & mental health.

Mild cognitive impairment

Manuela Guerreiro, Alexandre de Mendonça, A. de Mendonça, 2007, Journal of Molecular Neuroscience.

Non‐literal language deficits in mild cognitive impairment

João Maroco, Sandra Cardoso, Dina Silva, 2014, Psychogeriatrics : the official journal of the Japanese Psychogeriatric Society.

Memory complaints in healthy young and elderly adults: Reliability of memory reporting

Manuela Guerreiro, Karen Ritchie, Alexandre de Mendonça, 2008, Aging & mental health.

Retinal and cortical patterns of spatial anisotropy in contrast sensitivity tasks

Miguel Castelo-Branco, Manuela Guerreiro, Maria Fatima Silva, 2008, Vision Research.