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Ruhan Liu
Ruhan Liu
Lecturer of Computer Science, Central South University
在 sjtu.edu.cn 的电子邮件经过验证
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引用次数
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年份
A deep learning system for detecting diabetic retinopathy across the disease spectrum
L Dai, L Wu, H Li, C Cai, Q Wu, H Kong, R Liu, X Wang, X Hou, Y Liu, ...
Nature communications 12 (1), 3242, 2021
2872021
Deepdrid: Diabetic retinopathy—grading and image quality estimation challenge
R Liu, X Wang, Q Wu, L Dai, X Fang, T Yan, J Son, S Tang, J Li, Z Gao, ...
Patterns 3 (6), 2022
802022
Artificial intelligence in diabetes management: advancements, opportunities, and challenges
Z Guan, H Li, R Liu, C Cai, Y Liu, J Li, X Wang, S Huang, L Wu, D Liu, ...
Cell Reports Medicine, 2023
272023
NHBS-Net: A feature fusion attention network for ultrasound neonatal hip bone segmentation
R Liu, M Liu, B Sheng, H Li, P Li, H Song, P Zhang, L Jiang, D Shen
IEEE Transactions on Medical Imaging 40 (12), 3446-3458, 2021
212021
A deep learning system for predicting time to progression of diabetic retinopathy
L Dai, B Sheng, T Chen, Q Wu, R Liu, C Cai, L Wu, D Yang, H Hamzah, ...
Nature Medicine, 1-11, 2024
202024
TMM-Nets: transferred multi-to mono-modal generation for lupus retinopathy diagnosis
R Liu, T Wang, H Li, P Zhang, J Li, X Yang, D Shen, B Sheng
IEEE Transactions on Medical Imaging 42 (4), 1083-1094, 2022
92022
Large language models for diabetes care: Potentials and prospects.
B Sheng, Z Guan, LL Lim, Z Jiang, N Mathioudakis, J Li, R Liu, Y Bao, ...
Science Bulletin, S2095-9273 (24) 00004, 2024
82024
Mixed-Weight Neural Bagging for Detecting Modifications in SARS-CoV-2 RNA Sequencing
R Liu, L Ou, B Sheng, P Hao, P Li, X Yang, G Xue, L Zhu, Y Luo, P Zhang, ...
IEEE Transactions on Biomedical Engineering 69 (8), 2557-2568, 2022
82022
DSMT-Net: Dual Self-supervised Multi-operator Transformation for Multi-source Endoscopic Ultrasound Diagnosis
J Li, P Zhang, T Wang, L Zhu, R Liu, X Yang, K Wang, D Shen, B Sheng
IEEE Transactions on Medical Imaging, 2023
72023
Jaemin Son, Shiqi Tang, Jiang Li, Zijian Gao, et al
R Liu, X Wang, Q Wu, L Dai, X Fang, T Yan
Deepdrid: Diabetic retinopathy—grading and image quality estimation …, 2022
72022
Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts
R Liu, J Li, Y Wen, H Li, P Zhang, B Sheng, DD Feng
arXiv preprint arXiv:2306.12457, 2023
12023
DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities
R Liu, J Li, Y Wen, H Li, P Zhang, B Sheng, DD Feng
Journal of Healthcare Informatics Research, 1-28, 2024
2024
GAMNet: a gated attention mechanism network for grading myopic traction maculopathy in OCT images
Y Zhou, X Chen, T Li, S Lin, B Sheng, R Liu, R Dai
The Visual Computer, 1-12, 2024
2024
Improvements to a GLCM‐based machine‐learning approach for quantifying posterior capsule opacification
C Liu, Y Hu, Y Chen, J Fang, R Liu, L Bi, X Tan, B Sheng, Q Wu
Journal of Applied Clinical Medical Physics, e14268, 2024
2024
Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts (preprint)
R Liu, J Li, Y Wen, H Li, P Zhang, B Sheng, DD Feng
2023
Ssm-Net: Semi-Supervised Multi-Task Network for Joint Lesion Segmentation and Classification from Pancreatic Eus Images
J Li, P Zhang, X Yang, L Zhu, T Wang, P Zhang, R Liu, K Wang, B Sheng
Available at SSRN 4632617, 0
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