Lin, Mingquan

Publications

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selected publications

Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2023 Academic Article GET IT
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 & applications. 2023 Academic Article GET IT
Times cited: 44
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access. Computers in biology and medicine. 2023 Academic Article GET IT
Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction. Machine learning in medical imaging. MLMI (Workshop). 2022 Academic Article GET IT
Times cited: 1685
Radiology Text Analysis System (RadText): Architecture and Evaluation. IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics. 2022 Academic Article GET IT
Times cited: 177
Automated diagnosing primary open-angle glaucoma from fundus image by simulating human's grading with deep learning. Scientific reports. 2022 Academic Article GET IT
Times cited: 3
Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network. Ophthalmology science. 2022 Academic Article GET IT
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction. ACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine. 2022 Academic Article GET IT
Times cited: 33
Knowledge Graph Applications in Medical Imaging Analysis: A Scoping Review. Health data science. 2022 Academic Article GET IT
Times cited: 3
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. IEEE journal of biomedical and health informatics. 2022 Academic Article GET IT
Times cited: 9
Prior Knowledge Enhances Radiology Report Generation. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2022 Academic Article GET IT
Times cited: 1
Person re-identification via semi-supervised adaptive graph embedding. Applied intelligence (Dordrecht, Netherlands). 2022 Academic Article GET IT
Times cited: 19
Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2022 Academic Article GET IT
Times cited: 3
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2022 Academic Article GET IT
Times cited: 4
An empirical study of using radiology reports and images to improve ICU-mortality prediction. IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics. 2021 Academic Article GET IT
Times cited: 3
Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U-Net. Medical physics. 2021 Academic Article GET IT
Times cited: 22
Artificial intelligence in tumor subregion analysis based on medical imaging: A review. Journal of applied clinical medical physics. 2021 Review GET IT
Times cited: 17
Simple-Structured OLEDs Incorporating Undoped Phosphorescent Emitters Within Non-Exciplex Forming Interfaces: Towards Ultraslow Efficiency Roll-Off and Low Driving Voltage for Indoor R/G/B Illumination. Frontiers in chemistry. 2021 Academic Article GET IT
Times cited: 2
Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection. Computers in biology and medicine. 2019 Academic Article GET IT
Times cited: 9
Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection. Computer methods and programs in biomedicine. 2019 Academic Article GET IT
Times cited: 7
Plaque components segmentation in carotid artery on simultaneous non-contrast angiography and intraplaque hemorrhage imaging using machine learning. Magnetic resonance imaging. 2019 Academic Article GET IT
Times cited: 10
Prostate lesion delineation from multiparametric magnetic resonance imaging based on locality alignment discriminant analysis. Medical physics. 2018 Academic Article GET IT
Times cited: 6
A self-tuned graph-based framework for localization and grading prostate cancer lesions: An initial evaluation based on multiparametric magnetic resonance imaging. Computers in biology and medicine. 2018 Academic Article GET IT
Times cited: 3

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Background

education and training

Ph.D., University of Hong Kong (China) 2020
M.Sc., Chinese Academy of Sciences, Beijing (China) 2014
B.A., Beijing Institute of Technology (China) 2011

Contact

full name

Mingquan Lin

primary email

mil4012@med.cornell.edu

VIVO Weill Cornell Medical College

Mingquan Lin Postdoctoral Associate in Population Health Sciences

Publications

selected publications

Background

education and training

Contact

full name

primary email