Yifan Peng

Also affiliated with Weill Cornell Medicine

Computer 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 1%percentile

15.1Author DataRank

Indexed papers

5in 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 5 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.

ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)(2017)10.1109/cvpr.2017.369

Top 1%

10.4DataRank

Top 1%3374 citations

Yifan Peng, Le Lu, ZHIYONG LU, Mohammadhadi Bagheri, Ronald M. Summers +1 more

Papers

Driven by 89 papers — median percentile 77. Top paper: “Opportunities and obstacles for deep learning in biology and medicine”.

Opportunities and obstacles for deep learning in biology and medicine

bioRxiv (Cold Spring Harbor Laboratory)(2017)10.1101/142760

N/A

11.2DataRank · unranked

310 citations

Daniel S. Himmelstein, Brett K. Beaulieu‐Jones, Alexandr A. Kalinin, Brian T. Do, Gregory P. Way +31 more

ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)(2017)10.1109/cvpr.2017.369

Top 1%

10.4DataRank

Top 1%3374 citations

Yifan Peng, Le Lu, ZHIYONG LU, Mohammadhadi Bagheri, Ronald M. Summers +1 more

COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature

IEEE Transactions on Big Data(2020)10.1109/tbdata.2020.3035935

Top 6%

3.6DataRank

Top 6%89 citations

Yuxing Tang, Sungwon Lee, Yingying Zhu, Ronald M. Summers, ZHIYONG LU +1 more

Large language models in biomedicine and health: current research landscape and future directions

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae202

N/A

2.0DataRank · unranked

79 citations

Yifan Peng, Trevor Cohen, Marzyeh Ghassemi, Chunhua Weng, Shubo Tian +1 more

Improving model fairness in image-based computer-aided diagnosis

Nature Communications(2023)10.1038/s41467-023-41974-4

N/A

1.2DataRank · unranked

29 citations

Tianhao Li, Yifan Yang, Gregory Holste, Ying Ding, Sarah H. Van Tassel +7 more

Opportunities and obstacles for deep learning in biology and medicine

Journal of The Royal Society Interface(2018)10.1098/rsif.2017.0387

N/A

1.2DataRank · unranked

2203 citations

Daniel S. Himmelstein, Brett K. Beaulieu‐Jones, Alexandr A. Kalinin, Brian T. Do, Gregory P. Way +31 more

EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad036

Top 23%

0.890DataRank

Top 23%15 citations

Yingcheng Sun, Jae Hyun Kim, Casey Ta, Adler Perotte, Kayla Schiffer +6 more

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad068

N/A

0.773DataRank · unranked

24 citations

Yifang Dang, Zhaoyi Sun, Ying Ding, Jyotishman Pathak, Cui Tao +3 more

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

medRxiv(2023)10.1101/2023.04.18.23288752

N/A

0.520DataRank · unranked

31 citations

Edward J. Schenck, He S. Yang, Yong Chen, Yifan Peng, Fei Wang +1 more

A foundation model for human-AI collaboration in medical literature mining

Nature Communications(2025)10.1038/s41467-025-62058-5

N/A

0.442DataRank · unranked

18 citations

Lang Cao, Qiao Jin, Joey Wing Yan Chan, Nicholas Wan, Behdad Afzali +18 more

Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.106962

N/A

0.428DataRank · unranked

7 citations

Bojian Hou, Swati Mishra, Tianyuan Yao, Yuankai Huo, Qian Yang +4 more

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

PubMed(2024)10.48550/arxiv.2401.08396

N/A

0.355DataRank · unranked

2 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12793

Top 62%

0.222DataRank

Top 62%2 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

An empirical study of using radiology reports and images to improve intensive care unit mortality prediction

JAMIA Open(2024)10.1093/jamiaopen/ooae137

N/A

0.188DataRank · unranked

2 citations

Song Wang, Ying Ding, Lihui Zhao, Fei Wang, Yifan Peng +1 more

Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction

(2021)10.18653/v1/2021.bionlp-1.1

N/A

0DataRank · unranked

40 citations

Yifan Peng, K. Vijay‐Shanker, Peng Su

Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS

medRxiv(2021)10.1101/2021.08.26.21262548

N/A

0DataRank · unranked

9 citations

Matthew Brendel, Mingquan Lin, Qingyu Chen, Tiarnán D L Keenan, Kun Chen +5 more

Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality

PubMed(2021)10.18653/v1/2021.naacl-main.358

N/A

0DataRank · unranked

5 citations

Evan Sholle, Ashley Beecy, Subhi J. Al’Aref, Yifan Peng, Hyun Gi Lee

Comparison of State-Of-The-Art Neural Network Survival Models With The Pooled Cohort Equations for Cardiovascular Disease Risk Prediction

Research Square(2021)10.21203/rs.3.rs-958135/v1

N/A

0DataRank · unranked

2 citations

Lei Liu, Hongmei Jiang, Yifan Peng, Yishu Wei, Yizhen Zhong +13 more

A Reference-free Approach for Cell Type Classification with scRNA-seq

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.05.29.446268

N/A

0DataRank · unranked

1 citations

Yifan Peng, Jinze Liu, Qi Sun

Robust convolutional neural networks against adversarial attacks on medical images

Pattern Recognition(2022)10.1016/j.patcog.2022.108923

N/A

0DataRank · unranked

46 citations

Yifan Peng, Qingyu Chen, Tiarnán D L Keenan, Alisa T. Thavikulwat, Sungwon Lee +5 more

Automated diagnosing primary open-angle glaucoma from fundus image by simulating human’s grading with deep learning

Scientific Reports(2022)10.1038/s41598-022-17753-4

N/A

0DataRank · unranked

43 citations

Bojian Hou, Lei Liu, Mae O. Gordon, Michael A. Kass, Fei Wang +3 more

Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images

Medical Image Analysis(2022)10.1016/j.media.2021.102345

N/A

0DataRank · unranked

28 citations

Yingying Zhu, Sung Won Lee, Daniel C. Elton, Thomas C. Shen, Youbao Tang +4 more

Design and validation of a FHIR-based EHR-driven phenotyping toolbox

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac063

N/A

0DataRank · unranked

12 citations

Jennifer A. Pacheco, Prakash Adekkanattu, Evan Sholle, Sajjad Abedian, Daniel J. Stone +11 more

Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network

Ophthalmology Science(2022)10.1016/j.xops.2022.100209

N/A

0DataRank · unranked

15 citations

Lei Liu, Mae O. Gordon, Michael A. Kass, Fei Wang, Sarah H. Van Tassel +2 more

Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction

Research Square(2022)10.21203/rs.3.rs-958135/v2

N/A

0DataRank · unranked

0 citations

Lei Liu, Hongmei Jiang, Yifan Peng, Yishu Wei, Zhiyang Zhou +13 more

Evaluating large language models on medical evidence summarization

npj Digital Medicine(2023)10.1038/s41746-023-00896-7

N/A

0DataRank · unranked

372 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare

npj Digital Medicine(2023)10.1038/s41746-023-00965-x

N/A

0DataRank · unranked

128 citations

Jordan Hilsman, Yifan Peng, Ronald K. Poropatich, Jeremy Pamplin, Gary L. Legault +2 more

A scoping review on multimodal deep learning in biomedical images and texts

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104482

N/A

0DataRank · unranked

54 citations

Mingquan Lin, Qingqing Zhu, Qianqian Xie, Fei Wang, ZHIYONG LU +2 more

Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study

Scientific Reports(2023)10.1038/s41598-023-27493-8

N/A

0DataRank · unranked

17 citations

Luke V. Rasmussen, Jennifer A. Pacheco, Joseph Kabariti, Daniel J. Stone, Yue Yu +13 more

Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction

BMC Medical Research Methodology(2023)10.1186/s12874-022-01829-w

N/A

0DataRank · unranked

17 citations

Lei Liu, Hongmei Jiang, Yifan Peng, Yishu Wei, Zhiyang Zhou +13 more

Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records

Scientific Reports(2023)10.1038/s41598-023-35258-6

N/A

0DataRank · unranked

11 citations

Fei Wang, Chengxi Zang, Hao Zhang, Kellyann Niotis, Ava L. Liberman +14 more

Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad248

N/A

0DataRank · unranked

6 citations

Chongliang Luo, Yifei Sun, Rui Duan, M. Elle Saine, Lifeng Lin +18 more

Evaluating Large Language Models on Medical Evidence Summarization

medRxiv(2023)10.1101/2023.04.22.23288967

N/A

0DataRank · unranked

40 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

Research Square(2023)10.21203/rs.3.rs-3661764/v1

N/A

0DataRank · unranked

27 citations

Edward J. Schenck, He S. Yang, Yong Chen, Yifan Peng, Fei Wang +1 more

Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports

Lecture notes in computer science(2023)10.1007/978-3-031-43904-9_19

N/A

0DataRank · unranked

25 citations

Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, ZHIYONG LU +1 more

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?

Lecture notes in computer science(2023)10.1007/978-3-031-43904-9_64

N/A

0DataRank · unranked

10 citations

Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto +10 more

From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence

arXiv (Cornell University)(2023)10.48550/arxiv.2308.02448

N/A

0DataRank · unranked

6 citations

Jordan Hilsman, Yifan Peng, COL, Ronald K. Poropatich, COL Jeremy C. Pamplin +3 more

Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness

arXiv (Cornell University)(2023)10.48550/arxiv.2311.11211

N/A

0DataRank · unranked

2 citations

Qiao Jin, Denis Jered McInerney, Chen, Yong, Fei Wang, Curtis L. Cole +9 more

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

arXiv (Cornell University)(2023)10.48550/arxiv.2308.09180

N/A

0DataRank · unranked

0 citations

Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto +10 more

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

PubMed(2023)10.48550/arxiv.2310.16112

Top 100%

0DataRank

Top 100%0 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Identification of Offensive Language in Social Media Using Prompt Learning

PubMed(2023)10.1109/ichi57859.2023.00122

N/A

0DataRank · unranked

0 citations

Zezheng Wang, Yifan Peng, Cong Sun, Leilei Su

A framework for human evaluation of large language models in healthcare derived from literature review

npj Digital Medicine(2024)10.1038/s41746-024-01258-7

N/A

0DataRank · unranked

304 citations

Sonish Sivarajkumar, Sumit Kapoor, Alisa V Stolyar, Katelyn Polanska, Karleigh R McCarthy +10 more

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

npj Digital Medicine(2024)10.1038/s41746-024-01185-7

N/A

0DataRank · unranked

120 citations

Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert F. Chen +13 more

A survey of recent methods for addressing AI fairness and bias in biomedicine

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104646

N/A

0DataRank · unranked

77 citations

Mingquan Lin, Han Zhao, Yifan Peng, Furong Huang, ZHIYONG LU +1 more

Closing the gap between open source and commercial large language models for medical evidence summarization

npj Digital Medicine(2024)10.1038/s41746-024-01239-w

N/A

0DataRank · unranked

73 citations

Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Hanley Ong +9 more

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104640

N/A

0DataRank · unranked

37 citations

Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole +9 more

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

Medical Image Analysis(2024)10.1016/j.media.2024.103224

N/A

0DataRank · unranked

37 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling

npj Digital Medicine(2024)10.1038/s41746-024-01207-4

N/A

0DataRank · unranked

22 citations

Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan +7 more

Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning

Radiology Artificial Intelligence(2024)10.1148/ryai.230342

N/A

0DataRank · unranked

14 citations

Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang +3 more

Development and Implementation of a Multicenter Registry for Resuscitation-Focused Transesophageal Echocardiography

Annals of Emergency Medicine(2024)10.1016/j.annemergmed.2024.08.004

N/A

0DataRank · unranked

13 citations

Clark G. Owyang, Trenton Wray, John E Hipskind, Justine Lessard, William Bédard Michel +53 more

Retrieval augmented scientific claim verification

JAMIA Open(2024)10.1093/jamiaopen/ooae021

N/A

0DataRank · unranked

8 citations

Ali Soroush, Jordan G. Nestor, Elizabeth Park, Betina Idnay, Yilu Fang +6 more

Deep learning models to predict primary open‐angle glaucoma

Stat(2024)10.1002/sta4.649

N/A

0DataRank · unranked

3 citations

J. Philip Miller, Mae O. Gordon, Michael A. Kass, Mingquan Lin, Yifan Peng +4 more

A natural language processing approach to detect inconsistencies in death investigation notes attributing suicide circumstances

Communications Medicine(2024)10.1038/s43856-024-00631-7

N/A

0DataRank · unranked

2 citations

Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding +3 more

Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labels

PubMed(2024)10.48550/arxiv.2409.16563

N/A

0DataRank · unranked

4 citations

Xindi Wang, Hanley Ong, Yiliang Zhou, Adam E. Flanders, George Shih +2 more

Closing the gap between open-source and commercial large language models for medical evidence summarization

arXiv (Cornell University)(2024)10.48550/arxiv.2408.00588

N/A

0DataRank · unranked

2 citations

Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Hanley Ong +9 more

Entry-level guide to the use of large language models for medical research

PubMed(2024)10.48550/arxiv.2410.18856

N/A

0DataRank · unranked

2 citations

Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang +18 more

A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review

arXiv (Cornell University)(2024)10.48550/arxiv.2405.02559

N/A

0DataRank · unranked

1 citations

Sonish Sivarajkumar, Sumit Kapoor, Alisa V Stolyar, Katelyn Polanska, Karleigh R McCarthy +10 more

Suicide Risk Assessment on Social Media with Semi-Supervised Learning

PubMed(2024)10.1109/bigdata62323.2024.10825422

N/A

0DataRank · unranked

1 citations

Hui Ma, Song Wang, Yifan Peng, Max Lovitt

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2401.15111

N/A

0DataRank · unranked

0 citations

Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang +3 more

Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs

arXiv (Cornell University)(2024)10.48550/arxiv.2403.15528

N/A

0DataRank · unranked

0 citations

Hanley Ong, Patrick Kennedy, Carol C. Wu, Jacob Kazam, Keith Hentel +4 more

High-performance data management for whole slide image analysis in digital pathology

PubMed(2024)10.1117/12.3006273

N/A

0DataRank · unranked

0 citations

Ruining Deng, Shunxing Bao, Dazheng Fang, Bryan A. Millis, Yucheng Tang +6 more

Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2405.08780

N/A

0DataRank · unranked

0 citations

Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan +7 more

Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups

PubMed(2024)10.1109/ichi61247.2024.00032

N/A

0DataRank · unranked

0 citations

Song Wang, Zewei Wang, Yuhan Zhang, Yunyu Xiao, Jyotishman Pathak +6 more

Suicide Risk Assessment on Social Media with Semi-Supervised Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12767

N/A

0DataRank · unranked

0 citations

Hui Ma, Song Wang, Yifan Peng, Max Lovitt

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15271

N/A

0DataRank · unranked

0 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

Leveraging long context in retrieval augmented language models for medical question answering

npj Digital Medicine(2025)10.1038/s41746-025-01651-w

N/A

0DataRank · unranked

56 citations

Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu +6 more

SDoH-GPT: using large language models to extract social determinants of health

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf094

N/A

0DataRank · unranked

12 citations

Haoyang Wang, Xizhi Wu, Song Wang, Xingyu Zhao, Yanshan Wang +9 more

Environment scan of generative AI infrastructure for clinical and translational science

npj Health Systems(2025)10.1038/s44401-024-00009-w

N/A

0DataRank · unranked

9 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

The Evolution of Radiology Image Annotation in the Era of Large Language Models

Radiology Artificial Intelligence(2025)10.1148/ryai.240631

N/A

0DataRank · unranked

6 citations

Xindi Wang, Carol C. Wu, Felipe Kitamura, George Shih, John Mongan +2 more

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

Medical Image Analysis(2025)10.1016/j.media.2025.103739

N/A

0DataRank · unranked

6 citations

Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee +29 more

Semi-supervised learning from small annotated data and large unlabeled data for fine-grained Participants, Intervention, Comparison, and Outcomes entity recognition

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocae326

N/A

0DataRank · unranked

6 citations

Gongbo Zhang, Yilu Fang, Yifan Peng, Chunhua Weng, Fangyi Chen

A latent TGF-β conjugated scaffold improves neocartilage development

Acta Biomaterialia(2025)10.1016/j.actbio.2025.11.037

N/A

0DataRank · unranked

1 citations

Yifan Peng, Bohao Huang, Enkhjargal Budbazar, Celina C. Maldonado, Andrew Martin +5 more

Exploring the feasibility of using artificial intelligence to simulate the placebo arm of randomized clinical trials

Postgraduate Medical Journal(2025)10.1093/postmj/qgaf095

N/A

0DataRank · unranked

1 citations

Abdelrahman M. Elhusseiny, Munthir Mansour, Jawahar L. Mehta, Olaf S. Andersen, Yifan Peng +2 more

Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing

npj Health Systems(2025)10.1038/s44401-025-00033-4

N/A

0DataRank · unranked

1 citations

Zhiliang Xu, Cong Sun, Chengxi Zang, H. Timothy Bunnell, Catherine Sinfield +11 more

Scalable scientific interest profiling using large language models

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104949

N/A

0DataRank · unranked

0 citations

Gongbo Zhang, Edward Sun, Betina Idnay, Yilu Fang, Fang-Yi Chen +4 more

A multi-stage large language model framework for extracting suicide-related social determinants of health

Communications Medicine(2025)10.1038/s43856-025-01114-z

N/A

0DataRank · unranked

0 citations

Yishu Wei, Haotian Ma, Max Lovitt, Kelly Deng, Yuan Meng +8 more

Decellularized extracellular matrix scaffolds identify full-length collagen VI as a driver of breast cancer cell invasion in obesity and metastasis

Science Advances(2020)10.1126/sciadv.abc3175

N/A

0DataRank · unranked

192 citations

Sydney J. Conner, Justinne R. Guarin, Jackson P. Fatherree, Yifan Peng, Rachel A. McGinn +6 more

Automated abnormality classification of chest radiographs using deep convolutional neural networks

npj Digital Medicine(2020)10.1038/s41746-020-0273-z

N/A

0DataRank · unranked

255 citations

Youbao Tang, Yifan Peng, Ke Yan, Mohammadhadi Bagheri, Bernadette Redd +6 more

Predicting risk of late age-related macular degeneration using deep learning

npj Digital Medicine(2020)10.1038/s41746-020-00317-z

N/A

0DataRank · unranked

69 citations

Tiarnán D L Keenan, Qingyu Chen, Elvira Agrón, Alexis Allot, Wai T. Wong +3 more

Deep Learning Automated Detection of Reticular Pseudodrusen from Fundus Autofluorescence Images or Color Fundus Photographs in AREDS2

Ophthalmology(2020)10.1016/j.ophtha.2020.05.036

N/A

0DataRank · unranked

44 citations

Qingyu Chen, Yifan Peng, Amitha Domalpally, Elvira Agrón, C.‐K. HWANG +7 more

Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa302

N/A

0DataRank · unranked

41 citations

Tiarnán D L Keenan, Alexis Allot, Yifan Peng, Elvira Agrón, Amitha Domalpally +12 more

FAM13A Represses AMPK Activity and Regulates Hepatic Glucose and Lipid Metabolism

iScience(2020)10.1016/j.isci.2020.100928

N/A

0DataRank · unranked

24 citations

Yae-Huei Liou, Yujun Li, Lu Gong, Yan Li, Yuan Hao +13 more

An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining

(2020)10.18653/v1/2020.bionlp-1.22

N/A

0DataRank · unranked

95 citations

Qingyu Chen, ZHIYONG LU, Yifan Peng

Automatic recognition of abdominal lymph nodes from clinical text

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

N/A

0DataRank · unranked

6 citations

Sung-Won Lee, Daniel C. Elton, Thomas C. Shen, Yuxing Tang, Qingyu Chen +5 more

Cell shape, and not 2D migration, predicts ECM-driven 3D cell invasion in breast cancer

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2019.12.31.892091

N/A

0DataRank · unranked

2 citations

Anna Weldy, Justinne R. Guarin, Gabrielle Munoz, Michael Kotlik, Nandita Subbiah +6 more

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IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3054817

N/A

0DataRank · unranked

43 citations

Thomas C. Shen, Sungwon Lee, Niranjan Balachandar, Yifan Peng, ZHIYONG LU +2 more

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JMIR Medical Informatics(2021)10.2196/27386

N/A

0DataRank · unranked

19 citations

Alex Rankine, Yifan Peng, Elaheh Aghaarabi, ZHIYONG LU, Qingyu Chen

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iScience(2021)10.1016/j.isci.2021.102855

N/A

0DataRank · unranked

9 citations

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Scientific Data(2021)10.1038/s41597-021-00875-1

N/A

0DataRank · unranked

70 citations

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