Dmitriy Dligach

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Bio

The overarching goal of Dr. Dligach's research is developing methods for automatic semantic analysis of texts. His work spans such areas of computer science as natural language processing, machine learning, and data mining. Most recently his research has focused on semantic analysis of clinical texts. He works both on method development and applications.

Research Interests

Papers共 128 篇Author StatisticsCo-AuthorSimilar Experts

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LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction for Language Models

Wonjin Yoon,Shan Chen,Yanjun Gao, Zhanzhan Zhao,Dmitriy Dligach,Danielle S. Bitterman,Majid Afshar,Timothy Miller

J Am Medical Informatics Assocno. 2 (2025): 285-295

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Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study

Charles A Kotula, Jennie Martin,Kyle A Carey, Dana P Edelson,Dmitriy Dligach,Anoop Mayampurath,Majid Afshar, Matthew M Churpek

Journal of medical Internet research (2025): e75340-e75340

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The Use of Large Language Models to Enhance Cancer Clinical Trial Educational Materials

Mingye Gao, Aman Varshney,Shan Chen, Vikram Goddla,Jack Gallifant, Patrick Doyle, Claire Novack, Maeve Dillon-Martin, Teresia Perkins, Xinrong Correia, Erik Duhaime, Howard Isenstein,Elad Sharon,Lisa Soleymani Lehmann,David Kozono,Brian Anthony,Dmitriy Dligach,Danielle S Bitterman

JNCI cancer spectrumno. 2 (2025)

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The TRIPOD-LLM Reporting Guideline for Studies Using Large Language Models

Jack Gallifant,Majid Afshar, Saleem Ameen,Yindalon Aphinyanaphongs,Shan Chen,Giovanni Cacciamani,Dina Demner-Fushman,Dmitriy Dligach,Roxana Daneshjou, Chrystinne Fernandes,Lasse Hyldig Hansen, Adam Landman, Lisa Lehmann,Liam G. McCoy,Timothy Miller,Amy Moreno,Nikolaj Munch,David Restrepo,Guergana Savova,Renato Umeton,Judy Wawira Gichoya, Gary S. Collins,Karel G. M. Moons,Leo A. Celi,Danielle S. Bitterman

Nature Medicinepp.1-10, (2025)

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Uncertainty Estimation in Diagnosis Generation from Large Language Models: Next-Word Probability is Not Pre-Test Probability

Yanjun Gao,Skatje Myers,Shan Chen,Dmitriy Dligach,Timothy Miller,Danielle S. Bitterman,Guanhua Chen,Anoop Mayampurath,Matthew M. Churpek,Majid Afshar

JAMIA OPENno. 1 (2025)

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Clinical Implementation of AI-based Screening for Risk for Opioid Use Disorder in Hospitalized Adults

Majid Afshar,Felice Resnik,Cara Joyce,Madeline Oguss,Dmitriy Dligach,Elizabeth S Burnside, Anne Gravel Sullivan, Matthew M Churpek,Brian W Patterson,Elizabeth Salisbury-Afshar, Frank J Liao, Cherodeep Goswami,Randy Brown,Marlon P Mundt

Nature medicine (2025)

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Leveraging Medical Knowledge Graphs into Large Language Models for Diagnosis Prediction: Design and Application Study

Yanjun Gao,Ruizhe Li,John Caskey,Dmitriy Dligach,Timothy Miller,Matthew M. Churpek,Majid Afshar

JMIR AI (2025): e58670-e58670

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Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI

Jay L Koyner, Jennie Martin,Kyle A Carey,John Caskey, Dana P Edelson,Anoop Mayampurath,Dmitriy Dligach,Majid Afshar,Matthew M Churpek

Clinical journal of the American Society of Nephrology CJASNno. 6 (2025): 766-778

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ASSOCIATION BETWEEN STIGMATIZING LANGUAGE OCCURRENCE IN NOTES AND OUTCOMES IN PATIENTS WITH SEPSIS

Anoop Mayampurath, Abigail Hahs,John Caskey, Askar Afshar,Matthew Churpek,Dmitriy Dligach,Majid Afshar

CRITICAL CARE MEDICINEno. 1 (2025)

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Automating Evaluation of AI Text Generation in Healthcare with a Large Language Model (Llm)-As-a-judge

Emma Croxford,Yanjun Gao, Elliot First, Nicholas Pellegrino, Miranda Schnier,John Caskey,Madeline Oguss,Graham Wills,Guanhua Chen,Dmitriy Dligach, Matthew M Churpek,Anoop Mayampurath,Frank Liao, Cherodeep Goswami, Karen K Wong,Brian W Patterson,Majid Afshar

medRxiv the preprint server for health sciences (2025)

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Associate Professor

Papers共 128 篇Author StatisticsCo-AuthorSimilar Experts