Dmitriy Dligach
Loyola University Chicago
H-index: 30
North America-United States
Top articles of Dmitriy Dligach
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models | Journal of the American Medical Informatics Association | Jifan Gao Guanhua Chen Ann P O’Rourke John Caskey Kyle A Carey | 2024/4/8 |
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data | arXiv preprint arXiv:2403.19511 | Shan Chen Jack Gallifant Marco Guevara Yanjun Gao Majid Afshar | 2024/3/28 |
Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses | medRxiv | Emma Leigh Croxford Yanjun Gao Brian W Patterson Daniel Chern-Hui To Samuel Tesch | 2024 |
LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction | medRxiv | WonJin Yoon Shan Chen Yanjun Gao Dmitriy Dligach Danielle S Bitterman | 2024 |
Generation and Evaluation of Synthetic Critical Care Progress Notes With Large Language Models | B Leding Y Gao D Dligach E Croxford A Mayampurath | 2024/5 | |
Deployment of real-time natural language processing and deep learning clinical decision support in the electronic health record: pipeline implementation for an opioid misuse … | JMIR Medical Informatics | Majid Afshar Sabrina Adelaine Felice Resnik Marlon P Mundt John Long | 2023/4/20 |
Leveraging a medical knowledge graph into large language models for diagnosis prediction | arXiv preprint arXiv:2308.14321 | Yanjun Gao Ruizhe Li John Caskey Dmitriy Dligach Timothy Miller | 2023/8/28 |
Progress Note Understanding—Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task | Yanjun Gao Dmitriy Dligach Timothy Miller Matthew M Churpek Ozlem Uzuner | 2023/4/13 | |
Improving the transferability of clinical note section classification models with BERT and large language model ensembles | Proceedings of the conference. Association for Computational Linguistics. Meeting | Weipeng Zhou Dmitriy Dligach Majid Afshar Yanjun Gao Timothy A Miller | 2023/7 |
End-to-end clinical temporal information extraction with multi-head attention | Proceedings of the conference. Association for Computational Linguistics. Meeting | Timothy Miller Steven Bethard Dmitriy Dligach Guergana Savova | 2023/7 |
Dr. bench: Diagnostic reasoning benchmark for clinical natural language processing | Journal of Biomedical Informatics | Yanjun Gao Dmitriy Dligach Timothy Miller John Caskey Brihat Sharma | 2023/2/1 |
Overview of the problem list summarization (probsum) 2023 shared task on summarizing patients’ active diagnoses and problems from electronic health record progress notes | Proceedings of the conference. Association for Computational Linguistics. Meeting | Yanjun Gao Dmitriy Dligach Timothy Miller Matthew M Churpek Majid Afshar | 2023/7 |
Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction | medRxiv | Yanjun Gao Ruizhe Li Emma Croxford Samuel Tesch Daniel To | 2023 |
Bionlp workshop 2023 shared task 1a: Problem list summarization." | Proceedings of the 22nd Workshop on Biomedical Language Processing | Yanjun Gao Timothy Miller Majid Afshar Dmitriy Dligach | 2023 |
Multi-task training with in-domain language models for diagnostic reasoning | Proceedings of the conference. Association for Computational Linguistics. Meeting | Brihat Sharma Yanjun Gao Timothy Miller Matthew M Churpek Majid Afshar | 2023/7 |
Development and external validation of multimodal postoperative acute kidney injury risk machine learning models | JAMIA open | George K Karway Jay L Koyner John Caskey Alexandra B Spicer Kyle A Carey | 2023/12/1 |
Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study | The Lancet Digital Health | Majid Afshar Brihat Sharma Dmitriy Dligach Madeline Oguss Randall Brown | 2022/6/1 |
The evaluation of a clinical decision support tool using natural language processing to screen hospitalized adults for unhealthy substance use: protocol for a quasi … | JMIR Research Protocols | Cara Joyce Talar W Markossian Jenna Nikolaides Elisabeth Ramsey Hale M Thompson | 2022/12/19 |
Hierarchical annotation for building a suite of clinical natural language processing tasks: Progress note understanding | LREC... International Conference on Language Resources & Evaluation:[proceedings]. International Conference on Language Resources & Evaluation | Yanjun Gao Dmitriy Dligach Timothy Miller Samuel Tesch Ryan Laffin | 2022/6 |
Protocol for a Real-Time Electronic Health Record Implementation of a Natural Language Processing and Deep Learning Clinical Decision Support Tool: A Use-Case for an Opioid … | medRxiv | Majid Afshar Sabrina Adelaine Felice Resnik Marlon P Mundt John Long | 2022/12/5 |
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