Mingquan Lin

Also affiliated with University of Minnesota System, Minnesota Department of Health, Tan Kah Kee Innovation Laboratory

MedicineComputer Science

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 100%percentile

0Author DataRank

Indexed papers

3in 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 3 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.

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

Papers

Driven by 30 papers — median percentile 0. Top paper: “Improving model fairness in image-based computer-aided diagnosis”.

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

Uncertainty-aware large language models for explainable disease diagnosis

npj Digital Medicine(2025)10.1038/s41746-025-02071-6

N/A

0.498DataRank · unranked

16 citations

Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton +9 more

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

0.437DataRank · unranked

9 citations

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

A new classification method for diagnosing COVID-19 pneumonia based on joint CNN features of chest X-ray images and parallel pyramid MLP-mixer module

Neural Computing and Applications(2023)10.1007/s00521-023-08604-y

N/A

0.406DataRank · unranked

14 citations

Wenyu Xing, Mingbo Zhao, Mingquan Lin, Yiwen Liu

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

Leveraging Foundation Models in Maternal and Child Health: A Systematic Review

10.1101/2025.08.29.25333768

N/A

0.104DataRank · unranked

1 citations

Yunqian Liu, Philip Chung, Jonathan D. Reiss, Shuang Zhou, Ronald J. Wong +8 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

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

Large Language Models for Disease Diagnosis: A Scoping Review

arXiv (Cornell University)(2024)10.48550/arxiv.2409.00097

N/A

0DataRank · unranked

6 citations

Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan +12 more

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U‐Net

Medical Physics(2021)10.1002/mp.15032

N/A

0DataRank · unranked

52 citations

Shadab Momin, Yang Lei, Hesheng Wang, Walter J. Curran, Tian Liu +2 more

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

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

Large language models for disease diagnosis: a scoping review

npj Artificial Intelligence(2025)10.1038/s44387-025-00011-z

N/A

0DataRank · unranked

91 citations

Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan +12 more

Explainable differential diagnosis with dual-inference large language models

npj Health Systems(2025)10.1038/s44401-025-00015-6

N/A

0DataRank · unranked

17 citations

Mingquan Lin, Sirui Ding, Jiashuo Wang, Canyu Chen, Genevieve B. Melton +3 more

Multimodal Data Fusion for Whole-Slide Histopathology Image Classification

Journal of Healthcare Informatics Research(2025)10.1007/s41666-025-00212-w

N/A

0DataRank · unranked

9 citations

Mousumi Roy, Minghao Zhong, Liam Chen, Mingquan Lin, Rui Zhang +1 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

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis

arXiv (Cornell University)(2025)10.48550/arxiv.2505.03467

N/A

0DataRank · unranked

1 citations

Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton +9 more

Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift

arXiv (Cornell University)(2025)10.1145/3711896.3737161

N/A

0DataRank · unranked

0 citations

Jiaqi Wang, Haoyu Wang, Mingquan Lin, Han Liu, Nelson S. Yee +2 more

Detecting Beta-Amyloid Plaque via Low Rank Based Orthogonal Projection and Spatial-Spectrum Detector Using High-Resolution Quantitative Susceptibility Mapping for Preclinical Studies

IEEE Transactions on Biomedical Engineering(2025)10.1109/tbme.2025.3614233

N/A

0DataRank · unranked

0 citations

Xinyue Han, Zhuoheng Liu, C. Zhou, Rui Hu, Saira Tabassam +6 more

Multimodal Artificial Intelligence Agents in Healthcare: A Scoping Review

(2025)10.22541/au.176055853.39564234/v1

N/A

0DataRank · unranked

0 citations

Shuang Zhou, Yu Hou, Yiran Song, Min Zeng, Fang Tian +10 more

Detecting Collagen Fiber Architecture after Destabilization of the Medial Meniscus Surgery Using High‐Resolution Diffusion Tensor Imaging

Journal of Orthopaedic Research®(2025)10.1002/jor.70094

N/A

0DataRank · unranked

0 citations

J. Chen, Benjamin Sylvanus, Zhuoheng Liu, Xinyue Han, Mingquan Lin +4 more

Interpretable Differential Diagnosis with Dual-Inference Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2407.07330

N/A

0DataRank · unranked

1 citations

Mingquan Lin, Sirui Ding, Jiashuo Wang, Genevieve B. Melton, Zou, James +2 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

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

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

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

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

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

Mingquan Lin

Indexed papers

Top data-sharing exemplar

Papers