2 papers
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…
stat.ME2019
Structural modeling using overlapped group penalties for discovering predictive biomarkers for subgroup analysis
Chong Ma, Wenxuan Deng, Shuangge Ma +2
The identification of predictive biomarkers from a large scale of covariates for subgroup analysis has attracted fundamental attention in medical research. In this article, we prop…