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Dmitriy Dligach

Showing results (21-30 of 87) with videos related to

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Journal of the American Medical Informatics Association : JAMIA|December 20, 2024
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategiesSkatje Myers, Timothy A Miller, Yanjun Gao, et al.
BMC Medical Informatics and Decision Making|May 1, 2020
Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patientsBrihat Sharma, Dmitriy Dligach, Kristin Swope, et al.
Medrxiv : the Preprint Server for Health Sciences|August 6, 2025
Toward Digital Twins in the Intensive Care Unit: A Medication Management Case StudyBehnaz Eslami, Majid Afshar, Samie Tootooni, et al.
Journal of the American Medical Informatics Association : JAMIA|September 22, 2025
Toward digital twins in the intensive care unit: a medication management case studyBehnaz Eslami, Majid Afshar, Samie Tootooni, et al.
Medrxiv : the Preprint Server for Health Sciences|February 6, 2026
Scaling Biomedical Knowledge Graph Retrieval for Interpretable Reasoning: Applications to Clinical Diagnosis PredictionHe Cheng, Yifu Wu, Saksham Khatwani, et al.
Critical Care Medicine|June 27, 2020
External Validation of an Acute Respiratory Distress Syndrome Prediction Model Using Radiology ReportsAnoop Mayampurath, Matthew M Churpek, Xin Su, et al.
Journal of the American Medical Informatics Association : JAMIA|November 27, 2024
LCD benchmark: long clinical document benchmark on mortality prediction for language modelsWonJin Yoon, Shan Chen, Yanjun Gao, et al.
Findings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing|December 4, 2025
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?Yanjun Gao, Skatje Myers, Shan Chen, et al.
Medrxiv : the Preprint Server for Health Sciences|April 8, 2024
LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction for Language ModelsWonJin Yoon, Shan Chen, Yanjun Gao, et al.
JMIR AI|February 24, 2025
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application StudyYanjun Gao, Ruizhe Li, Emma Croxford, et al.
Pageof 9

Showing results (21-30 of 87) with videos related to

Sort By:
Pageof 9
Journal of the American Medical Informatics Association : JAMIA|December 20, 2024
Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategiesSkatje Myers, Timothy A Miller, Yanjun Gao, et al.
BMC Medical Informatics and Decision Making|May 1, 2020
Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patientsBrihat Sharma, Dmitriy Dligach, Kristin Swope, et al.
Medrxiv : the Preprint Server for Health Sciences|August 6, 2025
Toward Digital Twins in the Intensive Care Unit: A Medication Management Case StudyBehnaz Eslami, Majid Afshar, Samie Tootooni, et al.
Journal of the American Medical Informatics Association : JAMIA|September 22, 2025
Toward digital twins in the intensive care unit: a medication management case studyBehnaz Eslami, Majid Afshar, Samie Tootooni, et al.
Medrxiv : the Preprint Server for Health Sciences|February 6, 2026
Scaling Biomedical Knowledge Graph Retrieval for Interpretable Reasoning: Applications to Clinical Diagnosis PredictionHe Cheng, Yifu Wu, Saksham Khatwani, et al.
Critical Care Medicine|June 27, 2020
External Validation of an Acute Respiratory Distress Syndrome Prediction Model Using Radiology ReportsAnoop Mayampurath, Matthew M Churpek, Xin Su, et al.
Journal of the American Medical Informatics Association : JAMIA|November 27, 2024
LCD benchmark: long clinical document benchmark on mortality prediction for language modelsWonJin Yoon, Shan Chen, Yanjun Gao, et al.
Findings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing|December 4, 2025
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?Yanjun Gao, Skatje Myers, Shan Chen, et al.
Medrxiv : the Preprint Server for Health Sciences|April 8, 2024
LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction for Language ModelsWonJin Yoon, Shan Chen, Yanjun Gao, et al.
JMIR AI|February 24, 2025
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application StudyYanjun Gao, Ruizhe Li, Emma Croxford, et al.
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