Hongfang Liu

The University of Texas Health Science Center

MedicinePharmacology, Toxicology and Pharmaceutics

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 1%percentile

6.1Author DataRank

Indexed papers

7in 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 7 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.

The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes

American Journal of Hematology(2024)10.1002/ajh.27202

Top 10%

2.1DataRank

Top 10%24 citations

Matthew J. Maurer, Brian K. Link, Andrew L. Feldman, Thomas M. Habermann, David L. Jaye +38 more

Papers

Driven by 97 papers — median percentile 70. Top paper: “Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial”.

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

PLoS ONE(2021)10.1371/journal.pone.0255261

N/A

2.6DataRank · unranked

80 citations

Pragya Shrestha, Joy Fladager Muth, Chung‐Il Wi, Sunghwan Sohn, Euijung Ryu +12 more

The Lymphoma Epidemiology of Outcomes cohort study: Design, baseline characteristics, and early outcomes

American Journal of Hematology(2024)10.1002/ajh.27202

Top 10%

2.1DataRank

Top 10%24 citations

Matthew J. Maurer, Brian K. Link, Andrew L. Feldman, Thomas M. Habermann, David L. Jaye +38 more

Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa058

Top 14%

1.5DataRank

Top 14%34 citations

Jingcheng Du, Yongqun He, Hsing-Yi Song, Mohcine Madkour, Guozheng Rao +9 more

Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population

BMJ Open(2021)10.1136/bmjopen-2020-044353

Top 18%

1.1DataRank

Top 18%31 citations

Jennifer L. St. Sauver, Hongfang Liu, Nicholas B. Larson, Sungrim Moon, Paul Y. Takahashi +11 more

Characterizing Long COVID: Deep Phenotype of a Complex Condition

eBioMedicine(2021)10.1016/j.ebiom.2021.103722

N/A

0.802DataRank · unranked

209 citations

Nicole A. Vasilevsky, Leigh C Carmody, Diane N. Rafizadeh, Alfred J Anzalone, Marc D. Basson +53 more

Clinical concept extraction: A methodology review

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103526

N/A

0.780DataRank · unranked

180 citations

David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson +8 more

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO)

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad096

N/A

0.713DataRank · unranked

25 citations

Fang Li, Xinyue Hu, Vipina K. Keloth, Meng Zhang, Sunyang Fu +9 more

Protein Complex Identification by Integrating Protein-Protein Interaction Evidence from Multiple Sources

PLoS ONE(2013)10.1371/journal.pone.0083841

N/A

0.692DataRank · unranked

12 citations

Hongfei Lin, Yang Chen, Zhihao Yang, Hongfang Liu, Bo Xu

A comprehensive update on CIDO: the community-based coronavirus infectious disease ontology

Journal of Biomedical Semantics(2022)10.1186/s13326-022-00279-z

Top 30%

0.668DataRank

Top 30%24 citations

Hong Yu, Anthony Huffman, Yu Lin, Darren A. Natale, John Beverley +38 more

Expert artificial intelligence-based natural language processing characterises childhood asthma

BMJ Open Respiratory Research(2020)10.1136/bmjresp-2019-000524

N/A

0.557DataRank · unranked

40 citations

Mary Rolfes, Wi Chung, Sunghwan Sohn, Euijung Ryu, Miguel A. Park +9 more

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad134

N/A

0.494DataRank · unranked

26 citations

Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller +23 more

Impact of Diverse Data Sources on Computational Phenotyping

Frontiers in Genetics(2020)10.3389/fgene.2020.00556

Top 39%

0.484DataRank

Top 39%10 citations

Janet E. Olson, Suzette J. Bielinski, Jennifer L. St. Sauver, Sunyang Fu, Huan He +5 more

Computational tumor stroma reaction evaluation led to novel prognosis-associated fibrosis and molecular signature discoveries in high-grade serous ovarian carcinoma

Frontiers in Medicine(2022)10.3389/fmed.2022.994467

N/A

0.474DataRank · unranked

8 citations

Burak Tekin, Yuan Lin, Sebastian M. Armasu, Stacey J. Winham, Ellen L. Goode +5 more

Characterizing Long COVID: Deep Phenotype of a Complex Condition

medRxiv(2021)10.1101/2021.06.23.21259416

N/A

0.470DataRank · unranked

22 citations

Madeline A Rock, Nicole A. Vasilevsky, Leigh C Carmody, Diane N. Rafizadeh, Alfred J Anzalone +53 more

An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103660

N/A

0.457DataRank · unranked

20 citations

Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn +8 more

Improving Dietary Supplement Information Retrieval: Development of a Retrieval-Augmented Generation System With Large Language Models

Journal of Medical Internet Research(2025)10.2196/67677

N/A

0.416DataRank · unranked

15 citations

Jeffrey R. Bishop, Hongfang Liu, Rui Zhang, Yu Hou

Representing and utilizing clinical textual data for real world studies: An OHDSI approach

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104343

N/A

0.416DataRank · unranked

15 citations

Juan M. Banda, Michael Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu +22 more

Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study

JMIR Medical Informatics(2020)10.2196/17353

N/A

0.373DataRank · unranked

11 citations

Kathryn J. Ruddy, Aaron S. Mansfield, Nansu Zong, Andrew Wen, Shintaro Tsuji +5 more

Evaluation of patient-level retrieval from electronic health record data for a cohort discovery task

JAMIA Open(2020)10.1093/jamiaopen/ooaa026

N/A

0.373DataRank · unranked

11 citations

Steven Bedrick, Aaron Cohen, Yanshan Wang, Andrew Wen, Sijia Liu +3 more

Investigating the impact of disease and health record duration on the eMERGE algorithm for rheumatoid arthritis

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa014

N/A

0.360DataRank · unranked

10 citations

Liwei Wang, Hongfang Liu, John M. Davis, Jeffrey A. Sparks, Cynthia S. Crowson +1 more

Identification of pancreatic cancer risk factors from clinical notes using natural language processing

Pancreatology(2024)10.1016/j.pan.2024.03.016

N/A

0.345DataRank · unranked

9 citations

Liwei Wang, Sonal Gandhi, Elham Sagheb Hossein Pour, Laurens Janssens, Adriana Delgado +6 more

Development of Parkinson Disease and Its Relationship with Incidentally Discovered White Matter Disease and Covert Brain Infarction in a Real‐World Cohort

Annals of Neurology(2022)10.1002/ana.26458

N/A

0.345DataRank · unranked

9 citations

Lester Y. Leung, Eric J. Puttock, Andy Wang, Patrick H. Luetmer, David F. Kallmes +8 more

A Tale of Two Perspectives: Harvesting System Views and User Views to Understand Patient Portal Engagement

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00059

N/A

0.330DataRank · unranked

8 citations

Rosa I. Arriaga, Hongfang Liu, Ming Huang, Jiawei Zhou

Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae144

N/A

0.330DataRank · unranked

8 citations

Yuqi Wu, Jungwei Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu +3 more

Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation

Journal of Medical Internet Research(2022)10.2196/38584

N/A

0.330DataRank · unranked

8 citations

Victoria Ngo, Richard Chapman, Yue Yu, Hongfang Liu, Guoqian Jiang +2 more

An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses

medRxiv(2020)10.1101/2020.06.08.20124990

N/A

0.312DataRank · unranked

7 citations

Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn +8 more

GRU-D-Weibull: A novel real-time individualized endpoint prediction

Artificial Intelligence in Medicine(2023)10.1016/j.artmed.2023.102696

N/A

0.312DataRank · unranked

7 citations

Liwei Wang, Charat Thongprayoon, Wisit Cheungpasitporn, Hongfang Liu, Xiaoyang Ruan

Risk of severe acute respiratory syndrome coronavirus 2 infection among women with polycystic ovary syndrome

Fertility and Sterility(2023)10.1016/j.fertnstert.2023.01.025

N/A

0.269DataRank · unranked

5 citations

Mary Regina Boland, Anuja Dokras, Melissa A Haendel, Christopher G. Chute, Anita Walden +67 more

Hormone replacement therapy and COVID-19 outcomes in solid organ transplant recipients compared with the general population

American Journal of Transplantation(2023)10.1016/j.ajt.2023.04.020

N/A

0.208DataRank · unranked

3 citations

Alfred J Anzalone, Makayla Schissel, Ran Dai, Evan French, Amy L. Olex +91 more

The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era

npj Digital Medicine(2023)10.1038/s41746-023-00878-9

N/A

0.208DataRank · unranked

3 citations

Huan He, Sunyang Fu, Sijia Liu, Kurt Miller, Liwei Wang +5 more

A Cross-institutional Evaluation on Breast Cancer Phenotyping NLP Algorithms on Electronic Health Records

arXiv (Cornell University)(2023)10.48550/arxiv.2303.08448

Top 65%

0.198DataRank

Top 65%2 citations

Nan Wang, Liwei Wang, Ju Sun, Anne Blaes, Hongfang Liu +2 more

Clinical Information Retrieval: A literature review

Research Square(2023)10.21203/rs.3.rs-2748158/v1

N/A

0.165DataRank · unranked

2 citations

Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William Hersh, Hongfang Liu +4 more

Advances in Text Mining and Visualization for Precision Medicine

Biocomputing 2018(2017)10.1142/9789813235533_0051

N/A

0.165DataRank · unranked

2 citations

Abeed Sarker, Karen O’Connor, Hongfang Liu, Graciela Gonzalez‐Hernandez, Casey S. Greene +1 more

Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis

JMIR Medical Informatics(2023)10.2196/48072

N/A

0.165DataRank · unranked

2 citations

Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J. Peterson +5 more

PSB 2019 Workshop on Text Mining and Visualization for Precision Medicine

Biocomputing 2019(2018)10.1142/9789813279827_0042

N/A

0.104DataRank · unranked

1 citations

ZHIYONG LU, Robert Leaman, Davy Weissenbacher, Mary Regina Boland, Yong Chen +14 more

INSIGHTFUL: insight generation through clinical annotation, analysis and modelling of suicide-related factors towards understanding and lifesaving

BMJ Digital Health & AI(2025)10.1136/bmjdhai-2025-000019

N/A

0.104DataRank · unranked

1 citations

Rodrigo M Vieira, Sunyang Fu, Yan Hu, Wanjing Wang, Andrew Wen +8 more

Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition

JMIR Medical Informatics(2020)10.2196/24008

N/A

0DataRank · unranked

20 citations

Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Özlem Uzuner +2 more

Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis

JMIR Human Factors(2022)10.2196/35187

N/A

0DataRank · unranked

34 citations

Aditya Khurana, George Mastorakos, Andrew Wen, Huan He, Liwei Wang +11 more

Vaccination Against SARS-CoV-2 Decreases Risk of Adverse Events in Patients who Develop COVID-19 Following Cancer Surgery

Annals of Surgical Oncology(2022)10.1245/s10434-022-12916-z

N/A

0DataRank · unranked

8 citations

Nicolas K. Koerber, Anikó Szabó, Bradley Taylor, J Njeri Wainaina, Douglas B. Evans +94 more

A hybrid model to identify fall occurrence from electronic health records

International Journal of Medical Informatics(2022)10.1016/j.ijmedinf.2022.104736

N/A

0DataRank · unranked

42 citations

Bjoerg Thorsteinsdottir, Xin Zhang, Guilherme S. Lopes, Sandeep R. Pagali, Nathan K. LeBrasseur +7 more

Risk Factors for Silent Brain Infarcts and White Matter Disease in a Real-World Cohort Identified by Natural Language Processing

Mayo Clinic Proceedings(2022)10.1016/j.mayocp.2021.11.038

N/A

0DataRank · unranked

4 citations

Yichen Zhou, Sunyang Fu, Chengyi Zheng, Patrick H. Luetmer, David F. Kallmes +4 more

Leveraging a pharmacogenomics knowledgebase to formulate a drug response phenotype terminology for genomic medicine

Bioinformatics(2022)10.1093/bioinformatics/btac646

N/A

0DataRank · unranked

1 citations

Matthew Brush, Chen Wang, Alex H. Wagner, Hongfang Liu, Robert R. Freimuth +1 more

Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing

JCO Clinical Cancer Informatics(2022)10.1200/cci.22.00006

N/A

0DataRank · unranked

51 citations

Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu +9 more

Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00025

N/A

0DataRank · unranked

4 citations

Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin Peterson, Hongfang Liu +4 more

MedTator: A Serverless Web-based Tool for Corpus Annotation

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00099

N/A

0DataRank · unranked

1 citations

Sunyang Fu, Liwei Wang, Andrew Wen, Sijia Liu, Hongfang Liu +1 more

Association of Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia

medRxiv(2022)10.1101/2022.02.09.22270682

N/A

0DataRank · unranked

0 citations

Lester Y. Leung, Yichen Zhou, Patrick H. Luetmer, David F. Kallmes, Jason Nelson +5 more

Development of Parkinson’s disease and its relationship with incidentally-discovered white matter disease and covert brain infarction in a real world cohort

medRxiv(2022)10.1101/2022.02.18.22271187

N/A

0DataRank · unranked

0 citations

Lester Y. Leung, Eric J. Puttock, Andy Wang, Patrick H. Luetmer, David F. Kallmes +7 more

Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation

JMIR Medical Informatics(2020)10.2196/17376

N/A

0DataRank · unranked

25 citations

Yanshan Wang, Andrew Wen, Liwei Wang, Na Hong, Feichen Shen +4 more

Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction

BMC Medical Informatics and Decision Making(2020)10.1186/s12911-020-1072-9

N/A

0DataRank · unranked

56 citations

Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff Nelson +6 more

A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records

Computational and Structural Biotechnology Journal(2023)10.1016/j.csbj.2023.08.018

N/A

0DataRank · unranked

18 citations

Nan Wang, Liwei Wang, Ju Sun, Anne Blaes, Hongfang Liu +2 more

Risk for stillbirth among pregnant individuals with SARS-CoV-2 infection varied by gestational age

American Journal of Obstetrics and Gynecology(2023)10.1016/j.ajog.2023.02.022

N/A

0DataRank · unranked

18 citations

Chen Liang, Jihong Liu, Peiyin Hung, Jiajia Zhang, Berry A. Campbell +94 more

Discovering signature disease trajectories in pancreatic cancer and soft-tissue sarcoma from longitudinal patient records

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104935

N/A

0DataRank · unranked

0 citations

Rui Li, Andrew Wen, Qingli Lu, Jinlian Wang, Xiaoyang Ruan +7 more

Identification of delirium from real-world electronic health record clinical notes

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.610

N/A

0DataRank · unranked

14 citations

Sunyang Fu, Sunghwan Sohn, Susan A. Weston, Chun‐An Fan, Janet E. Olson +6 more

Computational drug repurposing based on electronic health records: a scoping review

npj Digital Medicine(2022)10.1038/s41746-022-00617-6

N/A

0DataRank · unranked

64 citations

Andrew Wen, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao +8 more

The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19

Journal of Healthcare Informatics Research(2023)10.1007/s41666-023-00126-5

N/A

0DataRank · unranked

11 citations

Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu +7 more

Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique

BMC Medical Informatics and Decision Making(2021)10.1186/s12911-021-01663-y

N/A

0DataRank · unranked

3 citations

Heather Billings, Chung‐Il Wi, Elissa R. Hall, Sunghwan Sohn, Jung Hyun Kwon +5 more

Multiplex Immunofluorescence Image Quality Checking Using DAPI Channel–referenced Evaluation

Journal of Histochemistry & Cytochemistry(2023)10.1369/00221554231161693

N/A

0DataRank · unranked

4 citations

Raymond M. Moore, Clarissa E. Jordan, Ruifeng Guo, Rachel L.G. Maus, Hongfang Liu +4 more

Risk, Mechanisms and Implications of Asthma-Associated Infectious and Inflammatory Multimorbidities (AIMs) among Individuals With Asthma: a Systematic Review and a Case Study

Allergy Asthma and Immunology Research(2021)10.4168/aair.2021.13.5.697

N/A

0DataRank · unranked

14 citations

Chung‐Il Wi, Hee Yun Seol, Miguel Park, Katherine S. King, Euijung Ryu +4 more

MedTator: a serverless annotation tool for corpus development

Bioinformatics(2021)10.1093/bioinformatics/btab880

N/A

0DataRank · unranked

29 citations

Sunyang Fu, Liwei Wang, Sijia Liu, Andrew Wen, Hongfang Liu +1 more

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

PLoS ONE(2023)10.1371/journal.pone.0283800

N/A

0DataRank · unranked

2 citations

Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D. Moser, Suzette J. Bielinski +3 more

Automated Identification of Aspirin-Exacerbated Respiratory Disease Using Natural Language Processing and Machine Learning: Algorithm Development and Evaluation Study

JMIR AI(2023)10.2196/44191

N/A

0DataRank · unranked

3 citations

Nicholas B. Larson, Rohit Divekar, Suzette J. Bielinski, Hongfang Liu, Sungrim Moon +1 more

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

UNC Libraries(2025)10.17615/wb8c-t328

N/A

0DataRank · unranked

0 citations

Timothy Q. Duong, Hua Xu, Daniel R. Harris, Melissa A Haendel, Rafael Fuentes +23 more

Retrospective content analysis of consumer product reviews related to chronic pain

Frontiers in Digital Health(2023)10.3389/fdgth.2023.958338

N/A

0DataRank · unranked

1 citations

Wanjing Wang, Ming Huang, Hongfang Liu, W. Michael Hooten, Jungwei Fan

COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry

Journal of Thrombosis and Haemostasis(2023)10.1016/j.jtha.2023.04.040

N/A

0DataRank · unranked

2 citations

Linder Wendt, Chris Ortman, Ragha Srinivasan, Christopher G. Chute, Elizabeth A. Chrischilles +92 more

Outcomes of patients with active cancers and pre-existing cardiovascular diseases infected with SARS-CoV-2

Cardio-Oncology(2023)10.1186/s40959-023-00187-w

N/A

0DataRank · unranked

2 citations

Scott A. Chapman, Jake T. Neumann, Aayush Visaria, Oluwabunmi Ogungbe, Sijin Wen +94 more

Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN

(2023)10.1109/ichi57859.2023.00035

N/A

0DataRank · unranked

21 citations

Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang +1 more

Artificial Intelligence Assesses Clinicians’ Adherence to Asthma Guidelines Using Electronic Health Records

The Journal of Allergy and Clinical Immunology In Practice(2021)10.1016/j.jaip.2021.11.004

N/A

0DataRank · unranked

30 citations

Chung‐Il Wi, Jung Won Yoon, Hee Yun Seol, Pragya Shrestha, Euijung Ryu +7 more

Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data

International Journal of Medical Informatics(2020)10.1016/j.ijmedinf.2020.104308

N/A

0DataRank · unranked

29 citations

Daniel J. Stone, Deepak Sharma, Andrew Wen, Chen Wang, Yue Yu +6 more

MLGAN: a Meta-Learning based Generative Adversarial Network adapter for rare disease differentiation tasks

(2023)10.1145/3584371.3612967

N/A

0DataRank · unranked

1 citations

Andrew Wen, Jing Gao, Hongfang Liu, Rui Li

Gender-based Language Differences in Letters of Recommendation

PubMed(2023)10.13140/rg.2.2.27431.62885

N/A

0DataRank · unranked

0 citations

Darren Q. Calley, Veronica A. Rasmussen, Marissa D. Hamilton, Christopher K. Lee, A A Kalla +2 more

Characterizing the impact of SARS-CoV-2 reinfection on surgical outcomes

British journal of surgery(2023)10.1093/bjs/znad436

N/A

0DataRank · unranked

0 citations

Tahseen Shaik, Bethany Canales, Xin Yang, Anikó Szabó, Kathryn K. Lauer +94 more

A generalist vision–language foundation model for diverse biomedical tasks

Nature Medicine(2024)10.1038/s41591-024-03185-2

N/A

0DataRank · unranked

217 citations

Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu +18 more

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae074

N/A

0DataRank · unranked

53 citations

Joseph M. Plasek, Hua Xu, Özlem Uzuner, Trevor Cohen, Meliha Yetişgen +4 more

Clinical Information Retrieval: A Literature Review

Journal of Healthcare Informatics Research(2024)10.1007/s41666-024-00159-4

N/A

0DataRank · unranked

30 citations

Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William Hersh, Hongfang Liu +4 more

Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records

JMIR AI(2024)10.2196/56932

N/A

0DataRank · unranked

13 citations

Andrew Wen, Thien Huu Nguyen, Hongfang Liu, Qiuhao Lu

The digital revolution in phenotyping

UNC Libraries(2020)10.17615/x6be-m741

N/A

0DataRank · unranked

0 citations

Nigel Collier, Tudor Groza, Dietrich Rebholz‐Schuhmann, Richard H. Scheuermann, Olivier Bodenreider +14 more

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104623

N/A

0DataRank · unranked

14 citations

Heling Jia, Maria Vassilaki, Vipina K. Keloth, Yifang Dang, Yujia Zhou +13 more

Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation

Journal of Medical Internet Research(2021)10.2196/22951

N/A

0DataRank · unranked

35 citations

Sunyang Fu, Suzette J. Bielinski, Paul A. Decker, Alanna M. Chamberlain, Véronique L. Roger +3 more

Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab112

N/A

0DataRank · unranked

54 citations

Yujia Zhou, Xiaoqian Jiang, Karthik Natarajan, Serguei Pakhomov, Hongfang Liu +2 more

Tree-based classification model for Long-COVID infection prediction with age stratification using data from the National COVID Cohort Collaborative

JAMIA Open(2024)10.1093/jamiaopen/ooae111

N/A

0DataRank · unranked

2 citations

Hayoung Jeong, Leeor Hershkovich, Peter Cho, Karnika Singh, Lauren Lederer +94 more

Mortality Outcomes in a Large Population with and without Covert Cerebrovascular Disease

Aging and Disease(2024)10.14336/ad.2024.0211

N/A

0DataRank · unranked

4 citations

Eric J. Puttock, Wansu Chen, William Whiteley, Ellen M. Vickery, Lester Y. Leung +7 more

The Intersections of COVID-19, HIV, and Race/Ethnicity: Machine Learning Methods to Identify and Model Risk Factors for Severe COVID-19 in a Large U.S. National Dataset

AIDS and Behavior(2024)10.1007/s10461-024-04266-6

N/A

0DataRank · unranked

3 citations

Kollin W. Rott, Eric Hurwitz, Ken M. Kunisaki, Jing Sun, Kenneth J. Wilkins +93 more

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PubMed(2024)10.48550/arxiv.2409.18878

N/A

0DataRank · unranked

3 citations

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Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural language processing

BMJ Neurology Open(2024)10.1136/bmjno-2024-000855

N/A

0DataRank · unranked

0 citations

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Nature Communications(2025)10.1038/s41467-025-58161-2

N/A

0DataRank · unranked

17 citations

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Dynamic few-shot prompting for clinical note section classification using lightweight, open-source large language models

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf084

N/A

0DataRank · unranked

5 citations

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npj Digital Medicine(2025)10.1038/s41746-025-01947-x

N/A

0DataRank · unranked

5 citations

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The Journals of Gerontology Series A(2025)10.1093/gerona/glaf207

N/A

0DataRank · unranked

1 citations

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Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network

medRxiv(2025)10.1101/2025.01.24.25321096

N/A

0DataRank · unranked

4 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI

(2025)10.18653/v1/2025.bionlp-share.11

N/A

0DataRank · unranked

0 citations

Liwei Wang, Hongfang Liu, Ming Huang, Samuel Reason

Development and validation of natural language processing algorithms in the national ENACT network

Journal of Clinical and Translational Science(2025)10.1017/cts.2025.10116

Top 100%

0DataRank

Top 100%0 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Context Matching is not Reasoning: Assessing Generalized Evaluation of Generative Language Models in Clinical Settings

Research Square(2025)10.21203/rs.3.rs-7325383/v1

N/A

0DataRank · unranked

0 citations

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JCI Insight(2025)10.1172/jci.insight.190466

N/A

0DataRank · unranked

0 citations

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Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review

Clinical and Translational Science(2022)10.1111/cts.13463

N/A

0DataRank · unranked

26 citations

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Briefings in Bioinformatics(2022)10.1093/bib/bbac199

N/A

0DataRank · unranked

20 citations

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Frontiers in Digital Health(2022)10.3389/fdgth.2022.958539

N/A

0DataRank · unranked

16 citations

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Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification

Journal of Medical Internet Research(2022)10.2196/29015

N/A

0DataRank · unranked

13 citations

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