Liantao Ma

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

Liantao Ma, Chaohe Zhang, Yasha Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 145 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration

Liantao Ma, Junyi Gao, Yasha Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 103 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

PSAllocator

Jiangtao Wang, Yasha Wang, Daqing Zhang et al. · 2017 · 89 citations

Computing, Computer Systems, Information Technology +17

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data

Chaohe Zhang, Xu Chu, Liantao Ma et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 78 citations · Full text

Computing, Health Informatics, Clinical Informatics +16

LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation

Weibin Liao, Yinghao Zhu, Xinyuan Wang et al. · arXiv (Cornell University) · 2024 · 47 citations · Full text

Computing, Biomedical Engineering, Computer Science +15