Dmitriy Dligach

1. The TRIPOD-LLM reporting guideline for studies using large language models
   2025/01/01 by Jack Gallifant, Majid Afshar, Saleem Ameen +30 · 1 voice · 18 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
2. Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
   2022/08/17 by Yanjun Gao, Dmitriy Dligach, Gao, Yanjun +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
3. Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies
   2024/09/23 by Skatje Myers, T. Miller, Myers, Skatje +11 · 4 citations
   Decision Sciences · #Data Quality and Management
4. When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
   2024/08/15 by Yanjun Gao, Skatje Myers, Gao, Yanjun +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
5. Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies
   2024/12/20 by Skatje Myers, Timothy A Miller, Yanjun Gao +4 · 3 citations
6. Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning
   2023/06/07 by Brihat Sharma, Yanjun Gao, Sharma, Brihat +9 · 1 citation
   Computer Science · Medicine · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education
7. Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes
   2023/06/08 by Yanjun Gao, Gao, Yanjun, Dmitriy Dligach +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling