Siqi Liu

Gut dysbiosis contributes to SCFAs reduction-associated adipose tissue macrophage polarization in gestational diabetes mellitus

Hongli Li, Siqi Liu, Hao Chen et al. · Life Sciences · 2024 · 25 citations · Full text

A Deep Reinforcement Learning Approach for Type 2 Diabetes Mellitus Treatment

Zhuo Liu, Linong Ji, Xuehan Jiang et al. · 2020 · 18 citations

Artificial Intelligence, Engineering, Machine Learning +18

Automatic Calcification Morphology and Distribution Classification for Breast Mammograms With Multi-Task Graph Convolutional Neural Network

Hao Du, Melissa Min-Szu Yao, Siqi Liu et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 17 citations · Full text

Geometric Learning, Convolutional Neural Network, Medical Image Segmentation +24

Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: Retrospective Study

Siqi Liu, Qianyi Xu, Zhuoyang Xu et al. · Journal of Medical Internet Research · 2024 · 16 citations · Full text

Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey

Siqi Liu, Kee Yuan Ngiam, Mengling Feng · arXiv (Cornell University) · 2019 · 11 citations · Full text

Artificial Intelligence, Drl Models, Engineering +18