3 papers
cs.LG2026
mtslearn: Machine Learning in Python for Medical Time Series
Zhongheng Jiang, Yuechao Zhao, Donglin Xie +5
Medical time-series data captures the dynamic progression of patient conditions, playing a vital role in modern clinical decision support systems. However, real-world clinical data…
cs.CL2026
Retrieval-Reasoning Large Language Model-based Synthetic Clinical Trial Generation
Zerui Xu, Fang Wu, Yingzhou Lu +2
Machine learning (ML) holds great promise for clinical applications but is often hindered by limited access to high-quality data due to privacy concerns, high costs, and long timel…
cs.LG2025
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
Jiaqing Xie, Tianfan Fu
Deep learning has deeply influenced protein science, enabling breakthroughs in predicting protein properties, higher-order structures, and molecular interactions. This paper introd…