A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction

Multi-task learning based survival analysis for multi-source block-wise missing data

(2019) Yan Li et al.   NEUROCOMPUTING

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

(2017) Saima Rathore et al.   NEUROIMAGE

Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

(2017) Michiru Nishita et al.   Scientific Reports

Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection

(2016) Sebastian Pölsterl et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Alcohol Consumption and Incident Dementia: Evidence from the Sydney Memory and Ageing Study

(2016) Megan Heffernan et al.   JOURNAL OF ALZHEIMERS DISEASE

Cognition and mortality in older people: the Sydney Memory and Ageing Study

(2015) Michael H. Connors et al.   AGE AND AGEING

INTRA-INDIVIDUAL VARIABILITY OF REACTION TIME PERFORMANCE IS A SENSITIVE MARKER OF MORTALITY RISK IN OLD AGE: FINDINGS FROM THE SYDNEY MEMORY AND AGEING STUDY

(2014) Nicole A. Kochan et al.   Alzheimers & Dementia

Investigating the prediction ability of survival models based on both clinical and omics data: two case studies

(2014) Riccardo De Bin et al.   STATISTICS IN MEDICINE

Estimating the correlation of bivariate failure times under censoring

(2013) Michael Schemper et al.   STATISTICS IN MEDICINE

Predicting the development of mild cognitive impairment: A new use of pattern recognition

(2012) Yue Cui et al.   NEUROIMAGE

Preventing Alzheimer's Disease

(2012) D. J. Selkoe   SCIENCE

Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: A combined spatial atrophy and white matter alteration approach

(2011) Yue Cui et al.   NEUROIMAGE

The Alzheimer's Disease Neuroimaging Initiative: Progress report and future plans

(2010) Michael W. Weiner et al.   Alzheimers & Dementia

The Sydney Memory and Ageing Study (MAS): methodology and baseline medical and neuropsychiatric characteristics of an elderly epidemiological non-demented cohort of Australians aged 70–90 years

(2010) Perminder S. Sachdev et al.   INTERNATIONAL PSYCHOGERIATRICS

Survival analysis with high-dimensional covariates

(2009) Daniela M Witten et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Survival prediction using gene expression data: A review and comparison

(2008) Wessel N. van Wieringen et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Odor identification deficits in frontotemporal dementia: A preliminary study

(2007) N MCLAUGHLIN et al.   ARCHIVES OF CLINICAL NEUROPSYCHOLOGY