Dmitriy Dligach

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.5Author DataRank

Indexed papers

4in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Development and external validation of multimodal postoperative acute kidney injury risk machine learning models

JAMIA Open(2023)10.1093/jamiaopen/ooad109

Top 34%

0.574DataRank

Top 34%12 citations

Jay L. Koyner, John Caskey, Alexandra B. Spicer, Kyle A. Carey, Emily Gilbert +5 more

Papers

Driven by 44 papers — median percentile 51. Top paper: “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”.

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 Medical Informatics(2023)10.2196/44977

N/A

1.1DataRank · unranked

43 citations

Sabrina Adelaine, Felice Resnik, Marlon P. Mundt, John Long, Margaret Leaf +14 more

Development and external validation of multimodal postoperative acute kidney injury risk machine learning models

JAMIA Open(2023)10.1093/jamiaopen/ooad109

Top 34%

0.574DataRank

Top 34%12 citations

Jay L. Koyner, John Caskey, Alexandra B. Spicer, Kyle A. Carey, Emily Gilbert +5 more

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 Research Protocols(2022)10.2196/42971

N/A

0.431DataRank · unranked

9 citations

Talar Markossian, Jenna K. Nikolaides, Elisabeth Ramsey, Hale M. Thompson, J.C. Rojas +6 more

LCD benchmark: long clinical document benchmark on mortality prediction for language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae287

Top 43%

0.430DataRank

Top 43%6 citations

Shan Chen, Yanjun Gao, Zhanzhan Zhao, Dmitriy Dligach, Danielle S. Bitterman +3 more

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

Clinical Journal of the American Society of Nephrology(2025)10.2215/cjn.0000000695

N/A

0.330DataRank · unranked

7 citations

Jennie Martin, Kyle A. Carey, John Caskey, Dana P. Edelson, Anoop Mayampurath +4 more

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

medRxiv(2024)10.1101/2024.03.26.24304920

Top 54%

0.309DataRank

Top 54%3 citations

Shan Chen, Yanjun Gao, Zhanzhan Zhao, Dmitriy Dligach, Danielle S. Bitterman +3 more

The TRIPOD-LLM reporting guideline for studies using large language models: a Korean translation

Ewha Medical Journal(2025)10.12771/emj.2025.00661

Top 62%

0.224DataRank

Top 62%2 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Comparison and interpretability of machine learning models to predict severity of chest injury

JAMIA Open(2021)10.1093/jamiaopen/ooab015

N/A

0DataRank · unranked

14 citations

Dmitriy Dligach, Cara Joyce, Richard Gonzalez, Ann P. O’Rourke, Joshua Glazer +5 more

Morphological variables associated with ruptured basilar tip aneurysms

Scientific Reports(2021)10.1038/s41598-021-81364-8

N/A

0DataRank · unranked

12 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms

Scientific Reports(2021)10.1038/s41598-021-84315-5

N/A

0DataRank · unranked

7 citations

Pui Man Rosalind Lai, Anil Can, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study

Journal of Stroke and Cerebrovascular Diseases(2021)10.1016/j.jstrokecerebrovasdis.2021.106268

N/A

0DataRank · unranked

6 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

Geometric variations associated with posterior communicating artery aneurysms

Journal of NeuroInterventional Surgery(2021)10.1136/neurintsurg-2020-017062

N/A

0DataRank · unranked

1 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain

UA Campus Repository (The University of Arizona)(2021)10.18653/v1/2021.bionlp-1.21

N/A

0DataRank · unranked

32 citations

Timothy M. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova, Chen Lin

Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00041-3

N/A

0DataRank · unranked

57 citations

Brihat Sharma, Dmitriy Dligach, Madeline Oguss, Randall Brown, Neeraj Chhabra +6 more

Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline

JMIR Public Health and Surveillance(2022)10.2196/36119

N/A

0DataRank · unranked

5 citations

Iain McConnell, Madeline Oguss, Dmitriy Dligach, Xie Rachel Kulikoff, Brittany Grogan +7 more

Exploring Text Representations for Generative Temporal Relation Extraction

UA Campus Repository (The University of Arizona)(2022)10.18653/v1/2022.clinicalnlp-1.12

N/A

0DataRank · unranked

5 citations

Steven Bethard, Timothy M. Miller, Guergana Savova, Dmitriy Dligach

Protocol for a Real-Time Electronic Health Record Implementation of a Natural Language Processing and Deep Learning Clinical Decision Support Tool: A Use-Case for an Opioid Misuse Screener in Hospitalized Adults

medRxiv(2022)10.1101/2022.12.04.22282990

N/A

0DataRank · unranked

0 citations

Sabrina Adelaine, Felice Resnik, Marlon P. Mundt, John Long, Margaret Leaf +14 more

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104286

N/A

0DataRank · unranked

23 citations

Dmitriy Dligach, Timothy A. Miller, John Caskey, Brihat Sharma, Matthew M. Churpek +2 more

Progress Note Understanding — Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104346

N/A

0DataRank · unranked

5 citations

Dmitriy Dligach, Timothy A. Miller, Matthew M. Churpek, Özlem Uzuner, Majid Afshar +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2308.14321

N/A

0DataRank · unranked

9 citations

Ruizhe Li, Croxford, Emma, John Caskey, Patterson, Brian W, Matthew M. Churpek +4 more

End-to-end clinical temporal information extraction with multi-head attention

PubMed(2023)10.18653/v1/2023.bionlp-1.28

N/A

0DataRank · unranked

5 citations

Steven Bethard, Dmitriy Dligach, Guergana Savova, Timothy M. Miller

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

JMIR AI(2024)10.2196/58670

N/A

0DataRank · unranked

74 citations

Ruizhe Li, Emma Croxford, John Caskey, Brian W. Patterson, Matthew M. Churpek +4 more

Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae308

N/A

0DataRank · unranked

11 citations

Timothy A. Miller, Yanjun Gao, Matthew M. Churpek, Anoop Mayampurath, Dmitriy Dligach +2 more

Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability

JAMIA Open(2024)10.1093/jamiaopen/ooae154

N/A

0DataRank · unranked

9 citations

Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman +5 more

Family history as the strongest predictor of aortic and peripheral aneurysms in patients with intracranial aneurysms

Journal of Clinical Neuroscience(2024)10.1016/j.jocn.2024.05.041

N/A

0DataRank · unranked

2 citations

Elliot H. Akama‐Garren, Anil Can, Selena-Rae Tirado, Víctor M. Castro, Dmitriy Dligach +9 more

When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?

PubMed(2024)10.18653/v1/2024.findings-emnlp.311

N/A

0DataRank · unranked

5 citations

Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman +3 more

The use of large language models to enhance cancer clinical trial educational materials

arXiv (Cornell University)(2024)10.48550/arxiv.2412.01955

N/A

0DataRank · unranked

1 citations

Varshney, Aman, Shan Chen, Vikram Goddla, Jack Gallifant, Patrick Doyle +13 more

Toward Digital Twins in the Intensive Care Unit: A Medication Management Case Study

medRxiv(2024)10.1101/2024.12.20.24319170

N/A

0DataRank · unranked

1 citations

Majid Afshar, M. Samie Tootooni, Timothy S. Miller, Matthew M. Churpek, Yanjun Gao +2 more

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

arXiv (Cornell University)(2024)10.48550/arxiv.2403.19511

N/A

0DataRank · unranked

0 citations

Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy A. Miller +3 more

Outcomes and Cost-Effectiveness of an EHR-Embedded AI Screener for Identifying Hospitalized Adults at Risk for Opioid Use Disorder

Research Square(2024)10.21203/rs.3.rs-5200964/v1

N/A

0DataRank · unranked

0 citations

Felice Resnik, Cara Joyce, Madeline Oguss, Dmitriy Dligach, Elizabeth S. Burnside +8 more

Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies

arXiv (Cornell University)(2024)10.48550/arxiv.2409.15163

N/A

0DataRank · unranked

0 citations

T. Miller, Yanjun Gao, Matthew M. Churpek, Anoop Mayampurath, Dmitriy Dligach +2 more

Position Paper On Diagnostic Uncertainty Estimation from Large Language Models: Next-Word Probability Is Not Pre-test Probability

arXiv (Cornell University)(2024)10.48550/arxiv.2411.04962

N/A

0DataRank · unranked

0 citations

Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy A. Miller, Danielle S. Bitterman +5 more

The TRIPOD-LLM reporting guideline for studies using large language models

Nature Medicine(2025)10.1038/s41591-024-03425-5

N/A

0DataRank · unranked

389 citations

Majid Afshar, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni Cacciamani +20 more

Evaluating clinical AI summaries with large language models as judges

npj Digital Medicine(2025)10.1038/s41746-025-02005-2

N/A

0DataRank · unranked

26 citations

Yanjun Gao, Elliot First, Nicholas Pellegrino, Miranda Schnier, John Caskey +12 more

Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients

medRxiv(2025)10.1101/2025.03.06.25322855

N/A

0DataRank · unranked

1 citations

Jennifer Martin, Kyle A. Carey, Dana P. Edelson, Dmitriy Dligach, Anoop Mayampurath +3 more

Loyola at ArchEHR-QA 2025: Exploring Unsupervised Attribution of Generated Text: Attention and Clustering-Based Methods

(2025)10.18653/v1/2025.bionlp-share.3

N/A

0DataRank · unranked

1 citations

Timothy M. Miller, Majid Afshar, Dmitriy Dligach, Rohan Sethi

Does BERT need domain adaptation for clinical negation detection?

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa001

N/A

0DataRank · unranked

62 citations

Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller +1 more

Detecting Stigmatizing Language in Clinical Notes with Large Language Models for Addiction Care

medRxiv(2025)10.1101/2025.08.08.25333315

N/A

0DataRank · unranked

0 citations

John Caskey, Yanjun Gao, Matthew M. Churpek, Timothy A. Miller, Anoop Mayampurath +4 more

Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation

World Neurosurgery(2020)10.1016/j.wneu.2020.11.160

N/A

0DataRank · unranked

11 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

Pre-training phenotyping classifiers

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103626

N/A

0DataRank · unranked

4 citations

Majid Afshar, Timothy A. Miller, Dmitriy Dligach

Age and morphology of posterior communicating artery aneurysms

Scientific Reports(2020)10.1038/s41598-020-68276-9

N/A

0DataRank · unranked

10 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +10 more

Surrounding vascular geometry associated with basilar tip aneurysm formation

Scientific Reports(2020)10.1038/s41598-020-74266-8

N/A

0DataRank · unranked

8 citations

Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach +9 more

A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction

UA Campus Repository (The University of Arizona)(2020)10.18653/v1/2020.bionlp-1.7

N/A

0DataRank · unranked

25 citations

T. Miller, Dmitriy Dligach, Farig Sadeque, Steven Bethard, Guergana Savova +1 more

Defining and Learning Refined Temporal Relations in the Clinical Narrative

(2020)10.18653/v1/2020.louhi-1.12

N/A

0DataRank · unranked

14 citations

Chen Lin, Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Martha Palmer +3 more

Dmitriy Dligach

Indexed papers

Top data-sharing exemplar

Papers