Guergana Savova

Biochemistry, Genetics and Molecular BiologyComputer ScienceMedicine

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

1.3Author 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.

Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data

JAMIA Open(2020)10.1093/jamiaopen/ooaa031

Top 24%

0.853DataRank

Top 24%12 citations

Jason Stedman, Shannon Manzi, Chen Lin, Guergana Savova, Paul Avillach +2 more

Papers

Driven by 40 papers — median percentile 38. Top paper: “Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data”.

Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data

JAMIA Open(2020)10.1093/jamiaopen/ooaa031

Top 24%

0.853DataRank

Top 24%12 citations

Jason Stedman, Shannon Manzi, Chen Lin, Guergana Savova, Paul Avillach +2 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

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12722

Top 65%

0.206DataRank

Top 65%2 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 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

Extracting Relations between Radiotherapy Treatment Details

(2020)10.18653/v1/2020.clinicalnlp-1.21

N/A

0DataRank · unranked

7 citations

Timothy M. Miller, David J. Harris, Chen Lin, Sean Finan, Jeremy L. Warner +3 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

Open-source Software Sustainability Models: Initial White Paper From the Informatics Technology for Cancer Research Sustainability and Industry Partnership Working Group

Journal of Medical Internet Research(2021)10.2196/20028

N/A

0DataRank · unranked

9 citations

Seemran Barapatre, Michael K Davis, Keith Elliston, Christos Davatzikos, Andriy Fedorov +17 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

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

Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative

UA Campus Repository (The University of Arizona)(2022)10.18653/v1/2022.clinicalnlp-1.11

N/A

0DataRank · unranked

2 citations

Timothy M. Miller, Steven Bethard, Guergana Savova, Lijing Wang

An End-to-End Natural Language Processing System for Automatically Extracting Radiation Therapy Events From Clinical Texts

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.03.055

N/A

0DataRank · unranked

26 citations

Eli Goldner, Sean Finan, David Harris, Eric B. Durbin, Harry Hochheiser +5 more

Improving model transferability for clinical note section classification models using continued pretraining

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad190

N/A

0DataRank · unranked

10 citations

Meliha Yetişgen, Majid Afshar, Yanjun Gao, Guergana Savova, Timothy A. Miller +1 more

Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models

(2023)10.18653/v1/2023.acl-long.877

N/A

0DataRank · unranked

11 citations

Yingya Li, Timothy M. Miller, Steven Bethard, Guergana Savova, Lijing Wang

Large Language Models to Identify Social Determinants of Health in Electronic Health Records

arXiv (Cornell University)(2023)10.48550/arxiv.2308.06354

N/A

0DataRank · unranked

7 citations

Shan Chen, Spencer A. Thomas, Tafadzwa L. Chaunzwa, Idalid Franco, Benjamin H. Kann +9 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

Improving Model Transferability for Clinical Note Section Classification Models Using Continued Pretraining

medRxiv(2023)10.1101/2023.04.15.23288628

N/A

0DataRank · unranked

3 citations

Meliha Yetişgen, Majid Afshar, Yanjun Gao, Guergana Savova, Timothy A. Miller +1 more

The impact of responding to patient messages with large language model assistance

arXiv (Cornell University)(2023)10.48550/arxiv.2310.17703

N/A

0DataRank · unranked

3 citations

Marco Guevara, Shalini Moningi, Frank Hoebers, Hesham Elhalawani, Benjamin H. Kann +10 more

Measuring Pointwise 𝒱-Usable Information In-Context-ly-Usable Information In-Context-ly

TUbilio (Technical University of Darmstadt)(2023)10.18653/v1/2023.findings-emnlp.1054

N/A

0DataRank · unranked

1 citations

Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych +1 more

Textual Entailment for Temporal Dependency Graph Parsing

(2023)10.18653/v1/2023.clinicalnlp-1.25

N/A

0DataRank · unranked

0 citations

Steven Bethard, Kristin Wright-Bettner, Eli Goldner, David J. Harris, Guergana Savova +1 more

Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly

arXiv (Cornell University)(2023)10.48550/arxiv.2310.12300

N/A

0DataRank · unranked

0 citations

Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych +1 more

Large language models to identify social determinants of health in electronic health records

npj Digital Medicine(2024)10.1038/s41746-023-00970-0

N/A

0DataRank · unranked

264 citations

Shan Chen, Spencer A. Thomas, Tafadzwa L. Chaunzwa, Idalid Franco, Benjamin H. Kann +10 more

Evaluating the ChatGPT family of models for biomedical reasoning and classification

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocad256

N/A

0DataRank · unranked

73 citations

Yingya Li, Sheng Lu, Hoang Anh Thi Van, Hugo J.W.L. Aerts, Guergana Savova +2 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

Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12774

N/A

0DataRank · unranked

0 citations

Timothy M. Miller, Steven Bethard, Guergana Savova, Yingya Li

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 large language model performance to support the diagnosis and management of patients with primary immune disorders

Journal of Allergy and Clinical Immunology(2025)10.1016/j.jaci.2025.02.004

N/A

0DataRank · unranked

18 citations

Yingya Li, Aaron Chin, Daniel DiGiacomo, Cullen M. Dutmer, Jocelyn R. Farmer +4 more

Identifying task groupings for multi-task learning using pointwise V-usable information

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104881

N/A

0DataRank · unranked

2 citations

Timothy M. Miller, Steven Bethard, Guergana Savova, Yingya Li

Proceedings of the second Artificial Intelligence in Primary Immunodeficiency (AIPI) meeting

Journal of Allergy and Clinical Immunology(2025)10.1016/j.jaci.2025.09.002

N/A

0DataRank · unranked

2 citations

Lisa Bastarache, Luiza C. Campos, Gerard Carot-Sans, Aaron Chin, Rumi Chunara +38 more

Extracting Knowledge from Scientific Texts on Patient-Derived Cancer Models Using Large Language Models: Algorithm Development and Validation

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.01.28.634527

N/A

0DataRank · unranked

1 citations

Zinaida Perova, Tushar Mandloi, Elizabeth Lewis, Helen Parkinson, Guergana Savova +1 more

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction

PubMed(2025)10.18653/v1/2025.emnlp-main.1423

N/A

0DataRank · unranked

1 citations

Boyu Ren, Spencer A. Thomas, Chanhwi Kim, Guergana Savova, Mei‐Hua Hall +2 more

Informatics at the Frontier of Cancer Research

Cancer Research(2025)10.1158/0008-5472.can-24-2829

N/A

0DataRank · unranked

0 citations

Taxiarchis Botsis, Pablo G. Cámara, Lauren Ciotti, Lee Cooper, Jeremy Goecks +19 more

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

Cross-site predictions of readmission after psychiatric hospitalization with mood or psychotic disorders

10.1101/2024.08.26.24312586

N/A

0DataRank · unranked

0 citations

WonJin Yoon, Spencer Thomas, Guergana Savova, Timothy Miller, Mei-Hua Hall +1 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

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

Guergana Savova

Indexed papers

Top data-sharing exemplar

Papers