Neural Additive Deep Clustering Survival Machines: An Interpretable Approach for Alzheimer's Disease and Related Dementias
Our NADCSM framework provides an interpretable risk prediction approach, uncovering significant features and explaining their effects on Alzheimer's and Related Dementias (ADRD) progression. By enhancing transparency, this study can advance precision medicine and improve understanding of ADRD-related challenges.
Authors
- Aidong Zhang (ORCID: https://orcid.org/0000-0001-9723-3246)
- Kazi Noshin
- Bojian Hou
- Mary Regina Bolan
- Li Shen
Institutions
- Saint Vincent College (US)
- University of Virginia (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70855_107083
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00