Search Results for author: Yusi Fan

Found 3 papers, 1 papers with code

DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction

no code implementations15 Apr 2025 Ruochi Zhang, Qian Yang, Xiaoyang Wang, Haoran Wu, Qiong Zhou, Yu Wang, Kewei Li, Yueying Wang, Yusi Fan, Jiale Zhang, Lan Huang, Chang Liu, Fengfeng Zhou

The rapid accumulation of Electronic Health Records (EHRs) has transformed healthcare by providing valuable data that enhance clinical predictions and diagnoses.

Data Compression Decision Making +3

TemporalPaD: a reinforcement-learning framework for temporal feature representation and dimension reduction

no code implementations27 Sep 2024 Xuechen Mu, Zhenyu Huang, Kewei Li, Haotian Zhang, Xiuli Wang, Yusi Fan, Kai Zhang, Fengfeng Zhou

The Policy Module, responsible for dimensionality reduction through RL, functions as the actor, while the Representation Module for feature extraction and the Classification Module collectively serve as the critic.

Dimensionality Reduction Reinforcement Learning (RL)

AMPCliff: quantitative definition and benchmarking of activity cliffs in antimicrobial peptides

1 code implementation15 Apr 2024 Kewei Li, Yuqian Wu, Yinheng Li, Yutong Guo, Yan Wang, Yiyang Liang, Yusi Fan, Lan Huang, Ruochi Zhang, Fengfeng Zhou

This study introduces a quantitative definition and benchmarking framework AMPCliff for the AC phenomenon in antimicrobial peptides (AMPs) composed by canonical amino acids.

Benchmarking Protein Language Model

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