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D

Dmitriy Dligach

Loyola University Chicago

32H指数
170论文数
3.7K被引数
收录论文 31
发表时间
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Evaluating retrieval-augmented generation versus long-context input for clinical reasoning over electronic health records评估检索增强生成与长上下文输入在电子健康记录临床推理中的比较
errJournal of the American Medical Informatics Association
IF4.6
err2026-09-08
err0
PREAI
errSkatje Myers, PhD; Dmitriy Dligach, PhD; Timothy A Miller, PhD; Samantha Barr, BS; James Landefeld, MD; Yanjun Gao, PhD; Matthew M Churpek, MD, PhD; Anoop Mayampurath, PhD; Majid Afshar, MD, MSCR
err分享
err收藏
1045: USING LARGE LANGUAGE MODELS TO EXPLAIN ALERTS FROM A PEDIATRIC RISK STRATIFICATION MODEL使用大型语言模型解释儿科风险分层模型的警报
errCritical Care Medicine
IF6
err2026-03-03
err0
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
err分享
err收藏
A Hybrid Language Framework for Ontology-Based Clinical Concept Extraction基于本体的临床概念提取的混合语言框架
errJournal of Healthcare Informatics Research
IF3.7
err2026-02-26
err0
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可解释的多模态深度学习模型：危重患者变长序列
errJournal of Biomedical Informatics
IF4.5
err2026-02-24
err0
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以大型语言模型作为评委评估临床AI总结
errnpj Digital Medicine
IF15.1
err2025-11-05
err0
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朝向重症监护病房中的数字孪体：一项药物管理案例研究
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-10-01
err0
PREAI
errEslami, Behnaz; Afshar, Majid; Tootooni, Samie; Miller, Timothy A.; Churpek, Matthew M.; Gao, Yanjun; Dligach, Dmitriy
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err收藏
Explaining alerts from a pediatric risk prediction model using clinical text使用临床文本解释儿科风险预测模型的警报
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
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败血症患者病历中污名化语言出现与患者结局之间的关联
errCRITICAL CARE MEDICINE
IF6
err2025-01-30
err0
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
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-06-01
err3
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
errJMIR MEDICAL INFORMATICS
IF3.8
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 ProcessingBENCH博士: 临床自然语言处理的诊断推理基准
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-02-01
err4
errOAAI
errGao, Yanjun; Dligach, Dmitriy; Miller, Timothy; Caskey, John; Sharma, Brihat; Churpek, Matthew M.; Afshar, Majid
err分享
err收藏
Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline
errJMIR PUBLIC HEALTH AND SURVEILLANCE
IF3.9
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
errclinical psychology science and practice
IF3.2
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
errSCIENTIFIC REPORTS
IF3.9
err2021-02-26
err3
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
errSCIENTIFIC REPORTS
IF3.9
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
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2021-01-01
err2
errOAAI
errDligach, Dmitriy; Afshar, Majid; Miller, Timothy
err分享
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Surrounding vascular geometry associated with basilar tip aneurysm formation
errSCIENTIFIC REPORTS
IF3.9
err2020-10-21
err6
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后交通动脉瘤的年龄和形态
errSCIENTIFIC REPORTS
IF3.9
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
errCRITICAL CARE MEDICINE
IF6
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
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
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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研究方向

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合作学者
合作期刊
S
Scott T. Weiss
H 指数: 153 · 论文数: 1.4K
S
Shawn N. Murphy
H 指数: 74 · 论文数: 515
T
Tianxi Cai
H 指数: 71 · 论文数: 572
A
Alan N. Simmons
H 指数: 69 · 论文数: 274
R
Rose Du
H 指数: 60 · 论文数: 335
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