Yuyin Zhou - Publications, H-index & Citations

Yuyin Zhou

University of California System

36H指数

171论文数

1.1W被引数

收录论文 17

发表时间

Harnessing EHRs for Diffusion-Based Anomaly Detection on Chest X-Rays 利用电子健康记录进行基于扩散的胸部X射线异常检测

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT III

IF0

2026-01-01

PREAI

Kim, Harim; Wang, Yuhan; Ahn, Minkyu; Choi, Heeyoul; Zhou, Yuyin; Hong, Charmgil

Exploring the Vulnerabilities of Federated Learning: A Deep Dive Into Gradient Inversion Attacks 探索联邦学习的脆弱性：对梯度反演攻击的深入研究

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-12-22

PREAI

Pengxin Guo; Runxi Wang; Shuang Zeng; Jinjing Zhu; Haoning Jiang; Yanran Wang; Yuyin Zhou; Feifei Wang; Hui Xiong; Liangqiong Qu

A comprehensive analysis of Mamba for 3D volumetric medical image segmentation Mamba在3D体素医学图像分割中的综合分析

Pattern Recognition

IF7.6

2025-11-21

PREAI

Chaohan Wang; Yutong Xie; Qi Chen; Yuyin Zhou; Qi Wu

CIS-UNet: Multi-class segmentation of the aorta in computed tomography angiography via context-aware shifted window self-attention Cis-unet: 通过上下文感知的移位窗口自我注意在计算机断层扫描血管造影中对主动脉进行多类分割

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-12-01

OAAI

Imran, Muhammad; Krebs, Jonathan R.; Gopu, Veera Rajasekhar Reddy; Fazzone, Brian; Sivaraman, Vishal Balaji; Kumar, Amarjeet; Viscardi, Chelsea; Heithaus, Robert Evans; Shickel, Benjamin; Zhou, Yuyin; Cooper, Michol A.; Shao, Wei

TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers Transunnet: 通过变形金刚的镜头重新思考医学图像分割的u-net架构设计

MEDICAL IMAGE ANALYSIS

IF11.8

2024-10-01

OAAI

Chen, Jieneng; Mei, Jieru; Li, Xianhang; Lu, Yongyi; Yu, Qihang; Wei, Qingyue; Luo, Xiangde; Xie, Yutong; Adeli, Ehsan; Wang, Yan; Lungren, Matthew P.; Zhang, Shaoting; Xing, Lei; Lu, Le; Yuille, Alan; Zhou, Yuyin

Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-10-01

OAAI

Imran, Muhammad; Nguyen, Brianna; Pensa, Jake; Falzarano, Sara M.; Sisk, Anthony E.; Liang, Muxuan; DiBianco, John Michael; Su, Li-Ming; Zhou, Yuyin; Joseph, Jason P.; Brisbane, Wayne G.; Shao, Wei

A generalist vision-language foundation model for diverse biomedical tasks 用于各种生物医学任务的通才视觉语言基础模型

NATURE MEDICINE

IF50

2024-08-07

PREAI

Zhang, Kai; Zhou, Rong; Adhikarla, Eashan; Yan, Zhiling; Liu, Yixin; Yu, Jun; Liu, Zhengliang; Chen, Xun; Davison, Brian D.; Ren, Hui; Huang, Jing; Chen, Chen; Zhou, Yuyin; Fu, Sunyang; Liu, Wei; Liu, Tianming; Li, Xiang; Chen, Yong; He, Lifang; Zou, James; Li, Quanzheng; Liu, Hongfang; Sun, Lichao

MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-03-01

OAAI

Jiang, Hongxu; Imran, Muhammad; Muralidharan, Preethika; Patel, Anjali; Pensa, Jake; Liang, Muxuan; Benidir, Tarik; Grajo, Joseph R.; Joseph, Jason P.; Terry, Russell; Dibianco, John Michael; Su, Li -Ming; Zhou, Yuyin; Brisbane, Wayne G.; Shao, Wei

Self-supervised deep learning of gene-gene interactions for improved gene expression recovery

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-02-12

OAAI

Wei, Qingyue; Islam, Md Tauhidul; Zhou, Yuyin; Xing, Lei

Patient-Specific Auto-segmentation on Daily kVCT Images for Adaptive Radiation Therapy

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2023-10-01

OAAI

Chen, Yizheng; Gensheimer, Michael F.; Bagshaw, Hilary P.; Butler, Santino; Yu, Lequan; Zhou, Yuyin; Shen, Liyue; Kovalchuk, Nataliya; Surucu, Murat; Chang, Daniel T.; Xing, Lei; Han, Bin

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging 标签高效的自监督联邦学习，用于解决医学成像中的数据异质性

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-07-01

OAAI

Yan, Rui; Qu, Liangqiong; Wei, Qingyue; Huang, Shih-Cheng; Shen, Liyue; Rubin, Daniel L.; Xing, Lei; Zhou, Yuyin

External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation With Limited Data

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-06-01

OAAI

Zhou, Yuyin; Dreizin, David; Wang, Yan; Liu, Fengze; Shen, Wei; Yuille, Alan L.

Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-10-01

OAAI

Wang, Yan; Tang, Peng; Zhou, Yuyin; Shen, Wei; Fishman, Elliot K.; Yuille, Alan L.

Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans 用于腹部ct扫描微小目标分割的递归显著性变换网络

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2020-02-01

PREAI

Xie, Lingxi; Yu, Qihang; Zhou, Yuyin; Wang, Yan; Fishman, Elliot K.; Yuille, Alan L.

Deep learning-based quantitative visualization and measurement of extraperitoneal hematoma volumes in patients with pelvic fractures: Potential role in personalized forecasting and decision support

JOURNAL OF TRAUMA AND ACUTE CARE SURGERY

IF3.7

2019-12-24

OAAI

Dreizin, David; Zhou, Yuyin; Chen, Tina; Li, Guang; Yuille, Alan L.; McLenithan, Ashley; Morrison, Jonathan J.

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY

IF5.1

2019-09-01

PREAI

Chu, Linda C.; Park, Seyoun; Kawamoto, Satomi; Wang, Yan; Zhou, Yuyin; Shen, Wei; Zhu, Zhuotun; Xia, Yingda; Xie, Lingxi; Liu, Fengze; Yu, Qihang; Fouladi, Daniel F.; Shayesteh, Shahab; Zinreich, Eva; Graves, Jefferson S.; Horton, Karen M.; Yuille, Alan L.; Hruban, Ralph H.; Kinzler, Kenneth W.; Vogelstein, Bert; Fishman, Elliot K.

Abdominal multi-organ segmentation with organ-attention networks and statistical fusion

MEDICAL IMAGE ANALYSIS

IF11.8

2019-07-01

149

OAAI

Wang, Yan; Zhou, Yuyin; Shen, Wei; Park, Seyoun; Fishman, Elliot K.; Yuille, Alan L.

研究方向