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Dmitriy Dligach

loyola university

32H-index
169Paper Count
3.7KCitation Count
Published Papers 30
Publication Date
1045: USING LARGE LANGUAGE MODELS TO EXPLAIN ALERTS FROM A PEDIATRIC RISK STRATIFICATION MODEL
err2026-03-03
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PREAI
errMayampurath, Anoop; Nycklemoe, Samuel; Martin, Jennie; Strutz, Sierra; Caskey, John; Carey, Kyle; Croxford, Emma; Jani, Priti; Munjal, Neil; Dligach, Dmitriy; Churpek, Matthew; Afshar, Majid
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A Hybrid Language Framework for Ontology-Based Clinical Concept Extraction
err2026-02-26
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PREAI
errBehnaz Eslami; Dmitriy Dligach; Nazanin Azarvash; Paula de la Pena; Benjamin Strickland; Samie Tootooni
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Explainable multimodal deep learning models for variable-length sequences in critically ill patients
err2026-02-24
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PREAI
errJennifer Martin; Majid Afshar; Askar Safipour Afshar; John Caskey; Dmitriy Dligach; Yanjun Gao; Jifan Gao; Guanhua Chen; Anoop Mayampurath; Matthew M. Churpek
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Evaluating clinical AI summaries with large language models as judges
err2025-11-05
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errOAAI
errEmma 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
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Toward digital twins in the intensive care unit: a medication management case study
err2025-10-01
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PREAI
errEslami, Behnaz; Afshar, Majid; Tootooni, Samie; Miller, Timothy A.; Churpek, Matthew M.; Gao, Yanjun; Dligach, Dmitriy
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Explaining alerts from a pediatric risk prediction model using clinical text
err2025-07-01
err1
PREAI
errNycklemoe, Samuel; Devarapu, Sriharsha; Gao, Yanjun; Carey, Kyle; Kuehnel, Nicholas; Munjal, Neil; Jani, Priti; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid; Mayampurath, Anoop
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ASSOCIATION BETWEEN STIGMATIZING LANGUAGE OCCURRENCE IN NOTES AND OUTCOMES IN PATIENTS WITH SEPSIS
err2025-01-30
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PREAI
errMayampurath, Anoop; Hahs, Abigail; Caskey, John; Afshar, Askar; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid
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Progress Note Understanding-Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task
err2023-06-01
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errOAAI
errGao, Yanjun; Dligach, Dmitriy; Miller, Timothy; Churpek, Matthew M.; Uzuner, Ozlem; Afshar, Majid
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Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults
err2023-04-20
err8
errOAAI
errAfshar, Majid; Adelaine, Sabrina; Resnik, Felice; Mundt, Marlon P.; Long, John; Leaf, Margaret; Ampian, Theodore; Wills, Graham J.; Schnapp, Benjamin; Chao, Michael; Brown, Randy; Joyce, Cara; Sharma, Brihat; Dligach, Dmitriy; Burnside, Elizabeth S.; Mahoney, Jane; Churpek, Matthew M.; Patterson, Brian W.; Liao, Frank
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DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
err2023-02-01
err4
errOAAI
errGao, Yanjun; Dligach, Dmitriy; Miller, Timothy; Caskey, John; Sharma, Brihat; Churpek, Matthew M.; Afshar, Majid
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Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline
err2022-03-08
err3
errOAAI
errCaskey, John; McConnell, Iain L.; Oguss, Madeline; Dligach, Dmitriy; Kulikoff, Rachel; Grogan, Brittany; Gibson, Crystal; Wimmer, Elizabeth; DeSalvo, Traci E.; Nyakoe-Nyasani, Edwin E.; Churpek, Matthew M.; Afshar, Majid
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External validation of an opioid misuse machine learning classifier in hospitalized adult patients
err2021-03-17
err18
errOAAI
errAfshar, Majid; Sharma, Brihat; Bhalla, Sameer; Thompson, Hale M.; Dligach, Dmitriy; Boley, Randy A.; Kishen, Ekta; Simmons, Alan; Perticone, Kathryn; Karnik, Niranjan S.
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Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms
err2021-02-26
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errOAAI
errZhang, Jian; Lai, Pui Man Rosalind; Can, Anil; Mukundan, Srinivasan; Castro, Victor M.; Dligach, Dmitriy; Finan, Sean; Gainer, Vivian S.; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn N.; Cai, Tianxi; Weiss, Scott T.; Du, Rose
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Morphological variables associated with ruptured basilar tip aneurysms
err2021-01-28
err5
errOAAI
errZhang, Jian; Can, Anil; Lai, Pui Man Rosalind; Mukundan, Srinivasan, Jr.; Castro, Victor M.; Dligach, Dmitriy; Finan, Sean; Gainer, Vivian S.; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn N.; Cai, Tianxi; Weiss, Scott T.; Du, Rose
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Pre-training phenotyping classifiers
err2021-01-01
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errOAAI
errDligach, Dmitriy; Afshar, Majid; Miller, Timothy
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Surrounding vascular geometry associated with basilar tip aneurysm formation
err2020-10-21
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errOAAI
errZhang, Jian; Can, Anil; Lai, Pui Man Rosalind; Mukundan, Srinivasan, Jr.; Castro, Victor M.; Dligach, Dmitriy; Finan, Sean; Gainer, Vivian S.; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn N.; Cai, Tianxi; Weiss, Scott T.; Du, Rose
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Age and morphology of posterior communicating artery aneurysms
err2020-07-14
err9
errOAAI
errZhang, Jian; Can, Anil; Lai, Pui Man Rosalind; Mukundan, Srinivasan; Castro, Victor M.; Dligach, Dmitriy; Finan, Sean; Yu, Sheng; Gainer, Vivian S.; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn N.; Cai, Tianxi; Weiss, Scott T.; Du, Rose
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External Validation of an Acute Respiratory Distress Syndrome Prediction Model Using Radiology Reports
err2020-06-25
err11
errOAAI
errMayampurath, Anoop; Churpek, Matthew M.; Su, Xin; Shah, Sameep; Munroe, Elizabeth; Patel, Bhakti; Dligach, Dmitriy; Afshar, Majid
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Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients
err2020-04-29
err23
errOAAI
errSharma, Brihat; Dligach, Dmitriy; Swope, Kristin; Salisbury-Afshar, Elizabeth; Karnik, Niranjan S.; Joyce, Cara; Afshar, Majid
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Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms
err2019-07-01
err40
PREAI
errZhang, Jian; Can, Anil; Mukundan, Srinivasan, Jr.; Steigner, Michael; Castro, Victor M.; Dligach, Dmitriy; Finan, Sean; Yu, Sheng; Gainer, Vivian; Shadick, Nancy A.; Savova, Guergana; Murphy, Shawn; Cai, Tianxi; Wang, Zhong; Weiss, Scott T.; Du, Rose
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