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Zheyu Zhu
Zheyu Zhu
Department of Computer Science, Vanderbilt University
在 vanderbilt.edu 的电子邮件经过验证
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CircleNet: Anchor-free glomerulus detection with circle representation
H Yang, R Deng, Y Lu, Z Zhu, Y Chen, JT Roland, L Lu, BA Landman, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
622020
Circle representation for medical object detection
EH Nguyen, H Yang, R Deng, Y Lu, Z Zhu, JT Roland, L Lu, BA Landman, ...
IEEE transactions on medical imaging 41 (3), 746-754, 2021
502021
Omni-seg: A scale-aware dynamic network for renal pathological image segmentation
R Deng, Q Liu, C Cui, T Yao, J Long, Z Asad, RM Womick, Z Zhu, AB Fogo, ...
IEEE Transactions on Biomedical Engineering 70 (9), 2636-2644, 2023
232023
Easierpath: an open-source tool for human-in-the-loop deep learning of renal pathology
Z Zhu, Y Lu, R Deng, H Yang, AB Fogo, Y Huo
Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020
142020
Glo-In-One: holistic glomerular detection, segmentation, and lesion characterization with large-scale web image mining
T Yao, Y Lu, J Long, A Jha, Z Zhu, Z Asad, H Yang, AB Fogo, Y Huo
Journal of Medical Imaging 9 (5), 052408-052408, 2022
112022
Dense multi-object 3D glomerular reconstruction and quantification on 2D serial section whole slide images
R Deng, H Yang, Z Asad, Z Zhu, S Wang, LE Wheless, AB Fogo, Y Huo
Medical Imaging 2022: Digital and Computational Pathology 12039, 83-90, 2022
42022
Holistic fine-grained global glomerulosclerosis characterization: from detection to unbalanced classification
Y Lu, H Yang, Z Asad, Z Zhu, T Yao, J Xu, AB Fogo, Y Huo
Journal of Medical Imaging 9 (1), 014005-014005, 2022
32022
Omni-seg+: A scale-aware dynamic network for pathological image segmentation
R Deng, Q Liu, C Cui, T Yao, J Long, Z Asad, RM Womick, Z Zhu, AB Fogo, ...
arXiv preprint arXiv:2206.13632, 2022
22022
Leverage Supervised and Self-supervised Pretrain Models for Pathological Survival Analysis via a Simple and Low-cost Joint Representation Tuning
Q Liu, C Cui, R Deng, Z Asad, T Yao, Z Zhu, Y Huo
MICCAI Workshop on Resource-Efficient Medical Image Analysis, 75-84, 2022
12022
Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification
Y Lu, H Yang, Z Asad, Z Zhu, T Yao, J Xu, AB Fogo, Y Huo
arXiv preprint arXiv:2202.00087, 2022
12022
Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentation
Y Lu, H Yang, Z Zhu, R Deng, AB Fogo, Y Huo
arXiv preprint arXiv:2101.07654, 2021
12021
Large-Scale Patch-Wise Pathological Image Feature Dataset with a Hardware-agnostic Feature Extraction Tool
Z Zhu, R Deng, Q Liu, Z Asad, C Cui, T Yao, Y Huo
Annual Conference on Medical Image Understanding and Analysis, 778-786, 2022
2022
Self-supervised learning with large-scale web image mining for characterizing glomerular lesions
T Yao, Y Lu, R Deng, Z Zhu, Z Asad, H Yang, LE Wheless, AB Fogo, ...
Medical Imaging 2022: Digital and Computational Pathology 12039, 160-166, 2022
2022
An Adaptive Model Predictive Controller to Address the Biovariability in Blood Clotting Response During Therapy With Warfarin..... E. Faggionato, A. Guazzo, E. Pegolo, R. Carli …
Q Liu, C Cui, T Yao, J Long, Z Asad, RM Womick, Z Zhu, AB Fogo, S Zhao, ...
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