Related references
Note: Only part of the references are listed.Machine Learning
Panos Louridas et al.
IEEE SOFTWARE (2016)
Defeating Alzheimer's disease and other dementias: a priority for European science and society
Bengt Winblad et al.
LANCET NEUROLOGY (2016)
Prognosis of dementia employing machine learning and microsimulation techniques: a systematic literature review
Ana Luiza Dallora et al.
INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016 (2016)
Predicting conversion from MCI to AD with FDG-PET brain images at different prodromal stages
Carlos Cabral et al.
COMPUTERS IN BIOLOGY AND MEDICINE (2015)
Domain Transfer Learning for MCI Conversion Prediction
Bo Cheng et al.
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)
Unmet Needs of Caregivers of Individuals Referred to a Dementia Care Program
Lee A. Jennings et al.
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY (2015)
Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects
Elaheh Moradi et al.
NEUROIMAGE (2015)
Prognosis of patients with dementia: results from a prospective nationwide registry linkage study in the Netherlands
Irene E. van de Vorst et al.
BMJ OPEN (2015)
Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach
Christian Salvatore et al.
FRONTIERS IN NEUROSCIENCE (2015)
Machine learning applications in cancer prognosis and prediction
Konstantina Kourou et al.
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (2015)
Applying Automated MR-Based Diagnostic Methods to the Memory Clinic: A Prospective Study
Stefan Kloeppel et al.
JOURNAL OF ALZHEIMERS DISEASE (2015)
Comorbidity of dementia: a cross-sectional study of primary care older patients
Beatriz Poblador-Plou et al.
BMC PSYCHIATRY (2014)
A comparison of three brain atlases for MCI prediction
Kenichi Ota et al.
JOURNAL OF NEUROSCIENCE METHODS (2014)
Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO
R. Guerrero et al.
NEUROIMAGE (2014)
Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification
Feng Liu et al.
NEUROIMAGE (2014)
Hierarchical Interactions Model for Predicting Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) Conversion
Han Li et al.
PLOS ONE (2014)
Evaluation of Plasma Proteomic Data for Alzheimer Disease State Classification and for the Prediction of Progression From Mild Cognitive Impairment to Alzheimer Disease
Daniel A. Llano et al.
ALZHEIMER DISEASE & ASSOCIATED DISORDERS (2013)
How early can we predict Alzheimer's disease using computational anatomy?
Stanislaw Adaszewski et al.
NEUROBIOLOGY OF AGING (2013)
BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer's Disease
Christian Gaser et al.
PLOS ONE (2013)
The Influence of Multimorbidity on Clinical Progression of Dementia in a Population-Based Cohort
Rene J. F. Melis et al.
PLOS ONE (2013)
Different multivariate techniques for automated classification of MRI data in Alzheimer's disease and mild cognitive impairment
Carlos Aguilar et al.
PSYCHIATRY RESEARCH-NEUROIMAGING (2013)
Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment
Jonathan Young et al.
NEUROIMAGE-CLINICAL (2013)
Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features
Yang Li et al.
NEUROBIOLOGY OF AGING (2012)
An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease
Hubert M. Fonteijn et al.
NEUROIMAGE (2012)
Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers
Daoqiang Zhang et al.
PLOS ONE (2012)
Prediction of Conversion from Mild Cognitive Impairment to Alzheimer Disease Based on Bayesian Data Mining with Ensemble Learning
R. Chen et al.
NEURORADIOLOGY JOURNAL (2012)
Aging with multimorbidity: A systematic review of the literature
Alessandra Marengoni et al.
AGEING RESEARCH REVIEWS (2011)
Derivation of a New ADAS-cog Composite Using Tree-based Multivariate Analysis Prediction of Conversion From Mild Cognitive Impairment to Alzheimer Disease
Daniel A. Llano et al.
ALZHEIMER DISEASE & ASSOCIATED DISORDERS (2011)
Clinical Decision Trees for Predicting Conversion from Cognitive Impairment No Dementia (CIND) to Dementia in a Longitudinal Population-Based Study
Lesley J. Ritchie et al.
ARCHIVES OF CLINICAL NEUROPSYCHOLOGY (2011)
Dynamic Microsimulation Models for Health Outcomes: A Review
Carolyn M. Rutter et al.
MEDICAL DECISION MAKING (2011)
Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population
Chris Hinrichs et al.
NEUROIMAGE (2011)
Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment
Sergi G. Costafreda et al.
NEUROIMAGE (2011)
Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
Remi Cuingnet et al.
NEUROIMAGE (2011)
Multiplexed Immunoassay Panel Identifies Novel CSF Biomarkers for Alzheimer's Disease Diagnosis and Prognosis
Rebecca Craig-Schapiro et al.
PLOS ONE (2011)
Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors
Yue Cui et al.
PLOS ONE (2011)
An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients
Yaman Aksu et al.
PLOS ONE (2011)
The Alzheimer's Disease Neuroimaging Initiative: Progress report and future plans
Michael W. Weiner et al.
ALZHEIMERS & DEMENTIA (2010)
Modeling screening, prevention, and delaying of Alzheimer's disease: an early-stage decision analytic model
Nicolas M. Furiak et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2010)
Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes
Wei Yu et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2010)
Reporting performance of prognostic models in cancer: a review
Susan Mallett et al.
BMC MEDICINE (2010)
Statistical methods for the assessment of prognostic biomarkers(part II): calibration and re-classification
Giovanni Tripepi et al.
NEPHROLOGY DIALYSIS TRANSPLANTATION (2010)
Statistical methods for the assessment of prognostic biomarkers (Part I): Discrimination
Giovanni Tripepi et al.
NEPHROLOGY DIALYSIS TRANSPLANTATION (2010)
Estimation and Validation of a Multiattribute Model of Alzheimer Disease Progression
Eric Stallard et al.
MEDICAL DECISION MAKING (2010)
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease
Claudia Plant et al.
NEUROIMAGE (2010)
Morphological Hippocampal Markers for Automated Detection of Alzheimer's Disease and Mild Cognitive Impairment Converters in Magnetic Resonance Images
Luca Ferrarini et al.
JOURNAL OF ALZHEIMERS DISEASE (2009)
Prognosis and prognostic research: what, why, and how?
Karel G. M. Moons et al.
BMJ-BRITISH MEDICAL JOURNAL (2009)
Combining gene expression, demographic and clinical data in modeling disease: a case study of bipolar disorder and schizophrenia
Jan Struyf et al.
BMC GENOMICS (2008)
Dynamic Bayesian networks as prognostic models for clinical patient management
Marcel A. J. van Gerven et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2008)
Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
Michael J. Pencina et al.
STATISTICS IN MEDICINE (2008)
Neural networks for longitudinal studies in Alzheimer's disease
R Tandon et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2006)
Machine learning in bioinformatics
Pedro Larranaga et al.
BRIEFINGS IN BIOINFORMATICS (2006)
Survival analysis part I: Basic concepts and first analyses
TG Clark et al.
BRITISH JOURNAL OF CANCER (2003)
Class prediction by nearest shrunken centroids, with applications to DNA microarrays
R Tibshirani et al.
STATISTICAL SCIENCE (2003)
Modeling medical prognosis: Survival analysis techniques
L Ohno-Machado
JOURNAL OF BIOMEDICAL INFORMATICS (2001)
A review of the epidemiological transition in dementia - cross-national comparisons of the indices related to Alzheimer's disease and vascular dementia
GH Suh et al.
ACTA PSYCHIATRICA SCANDINAVICA (2001)