Scholars@Duke
David Carl Steffens

David Carl Steffens

Professor Emeritus of Psychiatry and Behavioral Sciences
Psychiatry & Behavioral Sciences, Adult Psychiatry & Psychology
steff001@mc.duke.edu
Box 3903 Med Ctr, Durham, NC 27710
3547 Hosp South, Durham, NC 27710

Scholarly Works - Conferences

Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRI.

Conference Med Image Comput Comput Assist Interv · October 2023 Brain structural MRI has been widely used for assessing future progression of cognitive impairment (CI) based on learning-based methods. Previous studies generally suffer from the limited number of labeled training data, while there exists a huge amount of ... Full text Link to item Cite

Understanding Clinical Progression of Late-Life Depression to Alzheimer's Disease Over 5 Years with Structural MRI.

Conference Mach Learn Med Imaging · September 2022 Previous studies have shown that late-life depression (LLD) may be a precursor of neurodegenerative diseases and may increase the risk of dementia. At present, the pathological relationship between LLD and dementia, in particularly Alzheimer's disease (AD) ... Full text Link to item Cite

Deep factor regression for computer-aided analysis of major depressive disorders with structural MRI data

Conference Proceedings International Symposium on Biomedical Imaging · April 13, 2021 Major depressive disorder (MDD) is a prevalent and debilitating psychiatric mood disorder that affects millions of people worldwide. Conventional methods for MDD severity diagnosis usually rely on neuropsychological assessments that are subjective and susc ... Full text Cite