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MINGQUAN LIN
Assistant Professor, Surgery, University of Minnesota - Twin Cities
Joined
December 2021
Names
MINGQUAN LIN
(Preferred)
,
Mingquan Lin
Emails
****@med.cornell.edu
(Confirmed)
,
****@umn.edu
(Confirmed)
,
****@my.cityu.edu.hk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Assistant Professor
Surgery,
University of Minnesota - Twin Cities
(umn.edu)
2024
–
Present
Postdoc
Population Health Sciences,
Weill Cornell Medicine, Cornell University
(med.cornell.edu)
2021
–
2024
Postdoc
Radiation Oncology,
Emory University
(emory.edu)
2020
–
2021
PhD student
Electrical Engineering,
City University of Hong Kong
(cityu.edu.hk)
2015
–
2020
Advisors, Relations & Conflicts
Postdoc Advisor
Yifan Peng
2021
–
2024
Postdoc Advisor
Xiaofeng Yang
2020
–
2021
PhD Advisee
Bernard Chiu
2015
–
2020
Expertise
Deep learning
2017
–
Present
Medical image analysis
2015
–
Present
Machine learning
2015
–
Present
Publications
A multimodal approach for few-shot biomedical named entity recognition in low-resource languages
Jian Chen
,
Leilei Su
,
Yihong Li
,
Mingquan Lin
,
Yifan Peng
,
Cong Sun
J. Biomed. Informatics 2025
Readers:
Everyone
Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation
Jianghong Ma
,
Weixuan Kou
,
Mingquan Lin
,
Carmen C. M. Cho
,
Bernard Chiu
IEEE Trans. Neural Networks Learn. Syst. 2024
Readers:
Everyone
A New Classification Method for Diagnosing COVID-19 Pneumonia via Joint Parallel Deformable MLP Modules and Bi-LSTM With Multi-Source Generated Data of CXR Images
Yiwen Liu
,
Wenyu Xing
,
Mingquan Lin
,
Yuping Liu
,
Tommy W. S. Chow
IEEE Trans. Consumer Electron. 2024
Readers:
Everyone
Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection
Jianghong Ma
,
Weixuan Kou
,
Mingquan Lin
,
Carmen C. M. Cho
,
Bernard Chiu
IEEE Trans. Syst. Man Cybern. Syst. 2024
Readers:
Everyone
Large Language Models for Disease Diagnosis: A Scoping Review
Shuang Zhou
,
Zidu Xu
,
Mian Zhang
,
Chunpu Xu
,
Yawen Guo
,
Zaifu Zhan
,
Sirui Ding
,
Jiashuo Wang
,
Kaishuai Xu
,
Yi Fang
,
Liqiao Xia
,
Jeremy Yeung
,
Daochen Zha
,
Genevieve B. Melton
,
Mingquan Lin
,
Rui Zhang
CoRR 2024
Readers:
Everyone
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
Mingquan Lin
,
Tianhao Li
,
Zhaoyi Sun
,
Gregory Holste
,
Ying Ding
,
Fei Wang
,
George Shih
,
Yifan Peng
CoRR 2024
Readers:
Everyone
Deep learning with noisy labels in medical prediction problems: a scoping review
Yishu Wei
,
Yu Deng
,
Cong Sun
,
Mingquan Lin
,
Hongmei Jiang
,
Yifan Peng
CoRR 2024
Readers:
Everyone
Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
Gregory Holste
,
Mingquan Lin
,
Ruiwen Zhou
,
Fei Wang
,
Lei Liu
,
Qi Yan
,
Sarah Van Tassel
,
Kyle Kovacs
,
Emily Y. Chew
,
Zhiyong Lu
,
Zhangyang Wang
,
Yifan Peng
CoRR 2024
Readers:
Everyone
A survey of recent methods for addressing AI fairness and bias in biomedicine
Yifan Yang
,
Mingquan Lin
,
Han Zhao
,
Yifan Peng
,
Furong Huang
,
Zhiyong Lu
J. Biomed. Informatics 2024
Readers:
Everyone
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
Gregory Holste
,
Yiliang Zhou
,
Song Wang
,
Ajay Jaiswal
,
Mingquan Lin
,
Sherry Zhuge
,
Yuzhe Yang
,
Dongkyun Kim
,
Trong-Hieu Nguyen Mau
,
Minh-Triet Tran
,
Jaehyup Jeong
,
Wongi Park
,
Jongbin Ryu
,
Feng Hong
,
Arsh Verma
,
Yosuke Yamagishi
,
Changhyun Kim
,
Hyeryeong Seo
,
Myungjoo Kang
,
Leo Anthony Celi
et al. (5 additional authors not shown)
Medical Image Anal. 2024
Readers:
Everyone
View all 48 publications
Co-Authors
Aaron D. Ward
Ahmed H. Tewfik
Ajay Jaiswal
Ariful Azad
Arna van Engelen
Arsh Verma
Benjamin S. Glicksberg
Bernard Chiu
Bing Li
Bo-Jian Hou
Bojian Hou
Boran Zhou
Carmen C. M. Cho
Changhyun Kim
Chongyan Chen
Choujun Zhan
Chunpu Xu
Cong Sun
Daochen Zha
Derek W. Cool
Di Gao
Dongkyun Kim
Eli Gibson
Emily Y. Chew
Eranga Ukwatta
View all 143 co-authors