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Mingquan Lin
Mingquan Lin
Assistant Professor at University of Minnesota
Подтвержден адрес электронной почты в домене umn.edu - Главная страница
Название
Процитировано
Процитировано
Год
Fully automated segmentation of brain tumor from multiparametric MRI using 3D context deep supervised U‐Net
M Lin, S Momin, Y Lei, H Wang, WJ Curran, T Liu, X Yang
Medical Physics 48 (8), 4365-4374, 2021
422021
Artificial intelligence in tumor subregion analysis based on medical imaging: A review
M Lin, JF Wynne, B Zhou, T Wang, Y Lei, WJ Curran, T Liu, X Yang
Journal of Applied Clinical Medical Physics 22 (7), 10-26, 2021
322021
Automated diagnosing primary open-angle glaucoma from fundus image by simulating human’s grading with deep learning
M Lin, B Hou, L Liu, M Gordon, M Kass, F Wang, SH Van Tassel, Y Peng
Scientific reports 12 (1), 14080, 2022
292022
Deep-recursive residual network for image semantic segmentation
Y Zhang, X Li, M Lin, B Chiu, M Zhao
Neural computing and applications 32, 12935-12947, 2020
262020
Plaque components segmentation in carotid artery on simultaneous non-contrast angiography and intraplaque hemorrhage imaging using machine learning
Q Zhang, H Qiao, J Dou, B Sui, X Zhao, Z Chen, Y Wang, S Chen, M Lin, ...
Magnetic Resonance Imaging 60, 93-100, 2019
262019
Trace ratio criterion based discriminative feature selection via l2, p-norm regularization for supervised learning
M Zhao, M Lin, B Chiu, Z Zhang, X Tang
Neurocomputing 321, 1-16, 2018
242018
Prior knowledge enhances radiology report generation
S Wang, L Tang, M Lin, G Shih, Y Ding, Y Peng
AMIA Summits on Translational Science Proceedings 2022, 486, 2022
212022
Cascaded triplanar autoencoder m-net for fully automatic segmentation of left ventricle myocardial scar from three-dimensional late gadolinium-enhanced mr images
M Lin, M Jiang, M Zhao, E Ukwatta, JA White, B Chiu
IEEE Journal of Biomedical and Health Informatics 26 (6), 2582-2593, 2022
182022
Using radiomics as prior knowledge for thorax disease classification and localization in chest x-rays
Y Han, C Chen, L Tang, M Lin, A Jaiswal, S Wang, A Tewfik, G Shih, ...
AMIA Annual Symposium Proceedings 2021, 546, 2022
172022
Three-dimensional ultrasound evaluation of the effects of pomegranate therapy on carotid plaque texture using locality preserving projection
X Chen, M Lin, H Cui, Y Chen, A van Engelen, M de Bruijne, ...
Computer Methods and Programs in Biomedicine 184, 105276, 2020
162020
Improving model fairness in image-based computer-aided diagnosis
M Lin, T Li, Y Yang, G Holste, Y Ding, SH Van Tassel, K Kovacs, G Shih, ...
Nature Communications 14 (1), 6261, 2023
152023
Person re-identification via semi-supervised adaptive graph embedding
J Liu, M Lin, M Zhao, C Zhan, B Li, JKT Chui
Applied Intelligence 53 (3), 2656-2672, 2023
142023
Longitudinal assessment of carotid plaque texture in three-dimensional ultrasound images based on semi-supervised graph-based dimensionality reduction and feature selection
M Lin, H Cui, W Chen, A van Engelen, M de Bruijne, MR Azarpazhooh, ...
Computers in Biology and Medicine 116, 103586, 2020
142020
A scoping review on multimodal deep learning in biomedical images and texts
Z Sun, M Lin, Q Zhu, Q Xie, F Wang, Z Lu, Y Peng
Journal of Biomedical Informatics, 104482, 2023
132023
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
Y Liu, W Xing, M Zhao, M Lin
Neural Computing and Applications 35 (23), 17187-17199, 2023
132023
Knowledge graph applications in medical imaging analysis: a scoping review
S Wang, M Lin, T Ghosal, Y Ding, Y Peng
Health data science 2022, 9841548, 2022
132022
Vessel wall segmentation of common carotid artery via multi-branch light network
H Tan, H Shi, M Lin, JD Spence, KL Chan, B Chiu
Medical Imaging 2020: Image Processing 11313, 228-233, 2020
112020
A survey of recent methods for addressing AI fairness and bias in biomedicine
Y Yang, M Lin, H Zhao, Y Peng, F Huang, Z Lu
Journal of Biomedical Informatics, 104646, 2024
102024
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
G Holste, S Wang, A Jaiswal, Y Yang, M Lin, Y Peng, A Wang
PhysioNet 5, 19, 2023
102023
Primary Open-Angle Glaucoma Diagnosis From Optic Disc Photographs Using a Siamese Network
M Lin, L Liu, M Gordon, M Kass, F Wang, SH Van Tassel, Y Peng
Ophthalmology Science 2 (4), 100209, 2022
102022
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