Author details

Full Name

Dmitriy Dligach

Affiliation

Loyola University

ORCID

Career Start Year

2013

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36706848	DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing.	J Biomed Inform	2023
37583489	Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes.	Proc Conf Assoc Comput Linguist Meet	2023
37786810	Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles.	Proc Conf Assoc Comput Linguist Meet	2023
37780680	End-to-end clinical temporal information extraction with multi-head attention.	Proc Conf Assoc Comput Linguist Meet	2023
37492270	Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning.	Proc Conf Assoc Comput Linguist Meet	2023
37061012	Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task.	J Biomed Inform	2023
37079367	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.	JMIR Med Inform	2023
35324453	Correction: Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline.	JMIR Public Health Surveill	2022
35623797	Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study.	Lancet Digit Health	2022
36534461	The Evaluation of a Clinical Decision Support Tool Using Natural Language Processing to Screen Hospitalized Adults for Unhealthy Substance Use: Protocol for a Quasi-Experimental Design.	JMIR Res Protoc	2022
35939277	Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding.	LREC Int Conf Lang Resour Eval	2022
35923088	A scoping review of publicly available language tasks in clinical natural language processing.	J Am Med Inform Assoc	2022
34974241	Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study.	J Stroke Cerebrovasc Dis	2022
35308901	The Addition of United States Census-Tract Data Does Not Improve the Prediction of Substance Misuse.	AMIA Annu Symp Proc	2022
35144241	Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline.	JMIR Public Health Surveill	2022
33259943	Pre-training phenotyping classifiers.	J Biomed Inform	2021
33709067	Comparison and interpretability of machine learning models to predict severity of chest injury.	JAMIA Open	2021
33510194	Morphological variables associated with ruptured basilar tip aneurysms.	Sci Rep	2021
33731210	External validation of an opioid misuse machine learning classifier in hospitalized adult patients.	Addict Sci Clin Pract	2021
33637879	Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms.	Sci Rep	2021
34383925	Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.	J Am Med Inform Assoc	2021
33307259	Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation.	World Neurosurg	2021
33131794	Prediction of severe chest injury using natural language processing from the electronic health record.	Injury	2021
33479035	Geometric variations associated with posterior communicating artery aneurysms.	J Neurointerv Surg	2021
31574300	Validation of an alcohol misuse classifier in hospitalized patients.	Alcohol	2020
32044989	Does BERT need domain adaptation for clinical negation detection?	J Am Med Inform Assoc	2020
33087795	Surrounding vascular geometry associated with basilar tip aneurysm formation.	Sci Rep	2020
32665589	Age and morphology of posterior communicating artery aneurysms.	Sci Rep	2020
32590389	External Validation of an Acute Respiratory Distress Syndrome Prediction Model Using Radiology Reports.	Crit Care Med	2020
32349766	Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients.	BMC Med Inform Decis Mak	2020
30602031	Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation.	J Am Med Inform Assoc	2019
33907350	Two-stage Federated Phenotyping and Patient Representation Learning.	Proc Conf Assoc Comput Linguist Meet	2019
34027520	Extracting Adverse Drug Event Information with Minimal Engineering.	Proc Conf	2019
29850834	Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms.	Neurosurgery	2019
31233140	Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse.	J Am Med Inform Assoc	2019
31310611	Subtypes in patients with opioid misuse: A prognostic enrichment strategy using electronic health record data in hospitalized patients.	PLoS One	2019
30988354	Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms.	Sci Rep	2019
31145455	Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies.	J Am Med Inform Assoc	2019
28752411	Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage.	Transl Stroke Res	2018
30135253	Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study.	Neurology	2018
29844027	Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms.	Stroke	2018
30815053	A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning.	AMIA Annu Symp Proc	2018
30354989	Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms.	Stroke	2018
29622625	Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture.	Stroke	2018
29203688	Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture.	Stroke	2018
29103103	Heroin Use Is Associated with Ruptured Saccular Aneurysms.	Transl Stroke Res	2018
27927935	Large-scale identification of patients with cerebral aneurysms using natural language processing.	Neurology	2017
28438706	Towards generalizable entity-centric clinical coreference resolution.	J Biomed Inform	2017
28855408	Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation.	Neurology	2017
26521301	Multilayered temporal modeling for the clinical domain.	J Am Med Inform Assoc	2016

1 - 50 of 57

Firat Tiryaki

The University of Texas Health Science Center at Houston

Career Start Year 2018

Number of shared co-authors 2

Yuqi Si

Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine

Career Start Year 2017

Number of shared co-authors 2

Andrew Wen

Mayo Clinic

Career Start Year 2017

Number of shared co-authors 8

Sunyang Fu

Mayo Clinic

Career Start Year 2017

Number of shared co-authors 7

Sijia Liu

Mayo Clinic, University at Buffalo - North Campus

Career Start Year 2016

Number of shared co-authors 11

Yanshan Wang

Mayo Clinic

Career Start Year 2016

Number of shared co-authors 10

Yaoyun Zhang

The University of Texas School of Biomedical Informatics

Career Start Year 2015

Number of shared co-authors 2

Jianlin Shi

University of Utah

Career Start Year 2015

Number of shared co-authors 2

Tristan Naumann

Massachusetts Institute of Technology

Career Start Year 2014

Number of shared co-authors 1

Liwei Wang

University of Texas Health Science Center at Houston, Mayo Clinic

Career Start Year 2013

Number of shared co-authors 9

Jeffrey P Ferraro

University of Utah School of Medicine

Career Start Year 2013

Number of shared co-authors 7

Laritza Rodriguez

National Institutes of Health

Career Start Year 2013

Number of shared co-authors 0

Ramakanth Kavuluru

College of Medicine, University of Kentucky

Career Start Year 2011

Number of shared co-authors 4

Kirk Roberts

Georgia Institute of Technology, National Library of Medicine, University of Texas Health Science Center at Houston, University of Texas at Dallas

Career Start Year 2011

Number of shared co-authors 2

Sungrim Moon

Mayo Clinic

Career Start Year 2011

Number of shared co-authors 8

Yonghui Wu

University of Florida

Career Start Year 2011

Number of shared co-authors 6

Min Jiang

The University of Texas Health Science Center at Houston

Career Start Year 2010

Number of shared co-authors 3

Danielle L Mowery

Institute for Biomedical Informatics, University of Pennsylvania

Career Start Year 2010

Number of shared co-authors 4

Olga V Patterson

University of Utah

Career Start Year 2010

Number of shared co-authors 2

Cosmin A Bejan

Duke University

Career Start Year 2010

Number of shared co-authors 5

Feifan Liu

College of Ethnic Medicine, Yunnan University of Chinese Medicine

Career Start Year 2010

Number of shared co-authors 1

Sean P Murphy

Mayo Clinic

Career Start Year 2010

Number of shared co-authors 9

Sanda M Harabagiu

Human Language Technology Research Institute, University of Texas at Dallas

Career Start Year 2010

Number of shared co-authors 0

Cheryl Clark

The MITRE Corporation

Career Start Year 2008

Number of shared co-authors 7

Yuan Luo

Northwestern University Feinberg School of Medicine

Career Start Year 2007

Number of shared co-authors 13

St??phane M Meystre

OnePlanet Research Center and imec

Career Start Year 2003

Number of shared co-authors 3

Hua Xu

Yale University

Career Start Year 2003

Number of shared co-authors 14

Serguei Pakhomov

University of Minnesota

Career Start Year 2002

Number of shared co-authors 6

Brett R South

University of Utah

Career Start Year 2001

Number of shared co-authors 3

Peter Szolovits

Massachusetts Institute of Technology

Career Start Year 1986

Number of shared co-authors 9

row(s) 1 - 30 of 30

Guergana Savova

Boston Children's Hospital, Harvard Medical School.

Co-authored papers 29

Nancy A Shadick

Co-authored papers 19

Vivian S Gainer

Co-authored papers 19

Timothy Miller

Boston Children's Hospital, Harvard Medical School.

Co-authored papers 18

Scott T Weiss

Brigham and Women's Hospital, Harvard Medical School

Co-authored papers 18

Tianxi Cai

Harvard T.H. Chan School of Public Health

Co-authored papers 18

Victor M Castro

Center for Quantitative Health, Massachusetts General Hospital

Co-authored papers 18

Shawn N Murphy

Harvard Medical School

Co-authored papers 18

Matthew M Churpek

University of Wisconsin-Madison

Co-authored papers 16

Cara Joyce

Loyola University

Co-authored papers 12

Steven Bethard

University of Arizona.

Co-authored papers 6

Pei Chen

Boston Children's Hospital, Center for Systems Biology

Co-authored papers 3

Elizabeth W Karlson

Brigham and Women's Hospital

Co-authored papers 2

Hongfang Liu

Mayo Clinic

Co-authored papers 2

Vinod C Kaggal

Mayo Clinic

Co-authored papers 2

??zlem Uzuner

George Mason University

Co-authored papers 2

Stephen Wu

The University of Texas Health Science Center at Houston

Co-authored papers 2

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 2

Martha Palmer

University of Colorado Boulder

Co-authored papers 2

James Masanz

Mayo Clinic

Co-authored papers 2

Richard S Cooper

Loyola University Chicago

Co-authored papers 2

Calvin E Beebe

Mayo Clinic