Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test

Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model

(2015) Benjamin Letham et al.   Annals of Applied Statistics

Supersparse linear integer models for optimized medical scoring systems

(2015) Berk Ustun et al.   MACHINE LEARNING

Mild cognitive impairment: a concept in evolution

(2014) R. C. Petersen et al.   JOURNAL OF INTERNAL MEDICINE

Digital Clock Drawing: Differentiating “Thinking” versus “Doing” in Younger and Older Adults with Depression

(2014) Jamie Cohen et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

The Framingham Heart Study Clock Drawing Performance: Normative Data from the Offspring Cohort

(2013) Justin A. Nyborn et al.   EXPERIMENTAL AGING RESEARCH

A Mathematical Model for Interpretable Clinical Decision Support with Applications in Gynecology

(2012) Vanya M. C. A. Van Belle et al.   PLoS One

The diagnosis of mild cognitive impairment due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Marilyn S. Albert et al.   Alzheimers & Dementia

Clock Drawing in the Montreal Cognitive Assessment: Recommendations for Dementia Assessment

(2011) Catherine C. Price et al.   DEMENTIA AND GERIATRIC COGNITIVE DISORDERS

The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures

(2011) Anne-Claire Haury et al.   PLoS One

Adaptive index models for marker-based risk stratification

(2010) L. Tian et al.   BIOSTATISTICS

Building comprehensible customer churn prediction models with advanced rule induction techniques

(2010) Wouter Verbeke et al.   EXPERT SYSTEMS WITH APPLICATIONS

Vascular Cognitive Disorder. A Biological and Clinical Overview

(2010) Leontino Battistin et al.   NEUROCHEMICAL RESEARCH

The Clock Drawing Test: performance among elderly with low educational level

(2010) Roberto Alves Lourenço et al.   REVISTA BRASILEIRA DE PSIQUIATRIA

On the Importance of Comprehensible Classification Models for Protein Function Prediction

(2009) A.A. Freitas et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics