Yuyin Zhou

Yuyin Zhou

Stanford University

H-index: 28

North America-United States

About Yuyin Zhou

Yuyin Zhou, With an exceptional h-index of 28 and a recent h-index of 28 (since 2020), a distinguished researcher at Stanford University, specializes in the field of medical image analysis, machine learning, computer vision, AI in healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge

MixCon3D: Synergizing Multi-View and Cross-Modal Contrastive Learning for Enhancing 3D Representation

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

Learning to bootstrap for combating label noise

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

CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention

RetinaRegNet: A Versatile Approach for Retinal Image Registration

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding

Yuyin Zhou Information

University

Position

___

Citations(all)

7420

Citations(since 2020)

7228

Cited By

1397

hIndex(all)

28

hIndex(since 2020)

28

i10Index(all)

43

i10Index(since 2020)

43

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Yuyin Zhou Skills & Research Interests

medical image analysis

machine learning

computer vision

AI in healthcare

Top articles of Yuyin Zhou

Title

Journal

Author(s)

Publication Date

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge

arXiv preprint arXiv:2403.15735

Siwei Yang

Xianhang Li

Jieru Mei

Jieneng Chen

Cihang Xie

...

2023

MixCon3D: Synergizing Multi-View and Cross-Modal Contrastive Learning for Enhancing 3D Representation

Yipeng Gao

Zeyu Wang

Wei-Shi Zheng

Cihang Xie

Yuyin Zhou

2024

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

Briefings in Bioinformatics

Qingyue Wei

Md Tauhidul Islam

Yuyin Zhou

Lei Xing

2024/3/1

Learning to bootstrap for combating label noise

Yuyin Zhou

Xianhang Li

Fengze Liu

Xuxi Chen

Lequan Yu

...

2024

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

Computerized Medical Imaging and Graphics

Hongxu Jiang

Muhammad Imran

Preethika Muralidharan

Anjali Patel

Jake Pensa

...

2024/3/1

CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention

arXiv preprint arXiv:2401.13049

Muhammad Imran

Jonathan R Krebs

Veera Rajasekhar Reddy Gopu

Brian Fazzone

Vishal Balaji Sivaraman

...

2024/1/23

RetinaRegNet: A Versatile Approach for Retinal Image Registration

arXiv preprint arXiv:2404.16017

Vishal Balaji Sivaraman

Muhammad Imran

Qingyue Wei

Preethika Muralidharan

Michelle R Tamplin

...

2024/4/24

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding

arXiv preprint arXiv:2403.18271

Zhiheng Cheng

Qingyue Wei

Hongru Zhu

Yan Wang

Liangqiong Qu

...

2024/3/27

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

arXiv preprint arXiv:2404.09990

Mude Hui

Siwei Yang

Bingchen Zhao

Yichun Shi

Heng Wang

...

2024/4/15

MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections

arXiv:2403.10815 (accepted at IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR))

Mude Hui

Zihao Wei

Hongru Zhu

Fei Xia*

Yuyin Zhou*

2024/3/16

Biomedgpt: A unified and generalist biomedical generative pre-trained transformer for vision, language, and multimodal tasks

arXiv preprint arXiv:2305.17100

Kai Zhang

Jun Yu

Zhiling Yan

Yixin Liu

Eashan Adhikarla

...

2023/5/26

Boosting dermatoscopic lesion segmentation via diffusion models with visual and textual prompts

Shiyi Du

Xiaosong Wang

Yongyi Lu

Yuyin Zhou

Shaoting Zhang

...

2023/10/4

Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation

arXiv preprint arXiv:2303.12313

Haipeng Zhou

Lei Zhu

Yuyin Zhou

2023/3/22

Consistency-Guided Meta-learning for Bootstrapping Semi-supervised Medical Image Segmentation

Qingyue Wei

Lequan Yu

Xianhang Li

Wei Shao

Cihang Xie

...

2023/10/1

Label-efficient self-supervised federated learning for tackling data heterogeneity in medical imaging

IEEE Transactions on Medical Imaging

Rui Yan

Liangqiong Qu

Qingyue Wei

Shih-Cheng Huang

Liyue Shen

...

2023/1/2

Swinmm: masked multi-view with swin transformers for 3d medical image segmentation

Yiqing Wang

Zihan Li

Jieru Mei

Zihao Wei

Li Liu

...

2023/10/1

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties

arXiv preprint arXiv:2312.13764

Junfei Xiao

Ziqi Zhou

Wenxuan Li

Shiyi Lan

Jieru Mei

...

2023/12/21

Masked autoencoders enable efficient knowledge distillers

Yutong Bai

Zeyu Wang

Junfei Xiao

Chen Wei

Huiyu Wang

...

2023

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

International Journal of Radiation Oncology* Biology* Physics

Yizheng Chen

Michael F Gensheimer

Hilary P Bagshaw

Santino Butler

Lequan Yu

...

2023/10/1

3d transunet: Advancing medical image segmentation through vision transformers

arXiv preprint arXiv:2310.07781

Jieneng Chen

Jieru Mei

Xianhang Li

Yongyi Lu

Qihang Yu

...

2023/10/11

See List of Professors in Yuyin Zhou University(Stanford University)

Co-Authors

H-index: 152
elliot k fishman

elliot k fishman

Johns Hopkins University

H-index: 138
Alan Yuille

Alan Yuille

Johns Hopkins University

H-index: 57
Le Lu

Le Lu

Johns Hopkins University

H-index: 45
Ehsan Adeli

Ehsan Adeli

Stanford University

H-index: 44
Wei Shen (沈为)

Wei Shen (沈为)

Shanghai Jiao Tong University

H-index: 26
Yan Wang

Yan Wang

East China Normal University

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