Sinian Zhang
University of Minnesota(US)
Publications by Year
Research Areas
Biomedical Text Mining and Ontologies, Machine Learning in Healthcare, Topic Modeling, Artificial Intelligence in Healthcare, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies(2023)16 cited
- → FuseLinker: Leveraging LLM’s pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs(2024)12 cited
- → Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes(2025)2 cited
- → A Post-processing Machine Learning for Activity Recognition Challenge with OpenStreetMap Data(2023)2 cited
- → Analysis of late payment of credit card based on data mining technology(2024)1 cited
- → Study on Preprocessing Method of TCM Prescription Data in Data Mining(2021)1 cited
- VizieR Online Data Catalog: HMSCs classification and physical parameters (Zhang+, 2020)(2020)
- → Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies (Preprint)(2023)
- → The Wreaths of KHAN: Uniform Graph Feature Selection with False Discovery Rate Control(2024)
- → Fuselinker: Leveraging Llm's Pre-Trained Text Embeddings and Domain Knowledge to Enhance Gnn-Based Link Prediction on Biomedical Knowledge Graphs(2024)