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cs.LG2025
Foundation Model in Biomedicine
Xiangrui Liu, Yuanyuan Zhang, Qianyu Shang +14
Foundation models, first introduced in 2021, refer to large-scale pretrained models (e.g., large language models (LLMs) and vision-language models (VLMs)) that learn from extensive…
cs.LG2024★ 6 cited
Uncertainty Quantification on Clinical Trial Outcome Prediction
Tianyi Chen, Yingzhou Lu, Nan Hao +4
The importance of uncertainty quantification is increasingly recognized in the diverse field of machine learning. Accurately assessing model prediction uncertainty can help provide…