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 | 43 | 2021 |
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 | 33 | 2022 |
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 | 31 | 2021 |
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 | 29 | 2018 |
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 | 26 | 2019 |
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 | 25 | 2022 |
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 | 25 | 2020 |
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 | 19 | 2022 |
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 | 18 | 2024 |
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 146, 104482, 2023 | 18 | 2023 |
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 | 18 | 2022 |
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 | 16 | 2023 |
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 | 15 | 2022 |
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 | 15 | 2020 |
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 | 15 | 2020 |
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 | 13 | 2023 |
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 | 12 | 2023 |
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 | 11 | 2022 |
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G Holste, Y Zhou, S Wang, A Jaiswal, M Lin, S Zhuge, Y Yang, D Kim, ... Medical Image Analysis, 103224, 2024 | 10 | 2024 |
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), 1, 2023 | 10 | 2023 |