3 papers
stat.AP2025
Bayesian shape-constrained regression for quantifying Alzheimer's disease biomarker progression
Mingyuan Li, Zheyu Wang, Akihiko Nishimura
Several biomarkers are hypothesized to indicate early stages of Alzheimer's disease, well before the cognitive symptoms manifest. Their precise relations to the disease progression…
cs.CL2025
ProtoBERT-LoRA: Parameter-Efficient Prototypical Finetuning for Immunotherapy Study Identification
Shijia Zhang, Xiyu Ding, Kai Ding +6
Identifying immune checkpoint inhibitor (ICI) studies in genomic repositories like Gene Expression Omnibus (GEO) is vital for cancer research yet remains challenging due to semanti…
eess.IV2025
Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
Shijia Zhang, Xiyu Ding, Brian Caffo +4
Early diagnosis of Alzheimer's disease (AD) is critical for intervention before irreversible neurodegeneration occurs. Structural MRI (sMRI) is widely used for AD diagnosis, but co…