A GRPO-tuned 8B LLM diagnoses Alzheimer's and frontotemporal dementia subtypes from synthetic MRI-based radiology reports with accuracy comparable to a 3D vision transformer.
Deep learning-based classification and voxel-based visualization of frontotemporal dementia and alzheimer’s disease
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning
A GRPO-tuned 8B LLM diagnoses Alzheimer's and frontotemporal dementia subtypes from synthetic MRI-based radiology reports with accuracy comparable to a 3D vision transformer.