Lei, Wenhui

1. CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation
   2022/11/22 by Ran Gu, Guotai Wang, Gu, Ran +19 · 3 citations
   Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Medical Imaging and Analysis
2. Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures
   2022/08/18 by Gu, Ran, Zhang, Jingyang, Wang, Guotai +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images
   2020/12/13 by Wenhui Lei, Wei Xu, Lei, Wenhui +9 · 1 citation
   Engineering · Computer Science · #Medical Imaging and Analysis #Advanced Neural Network Applications #Medical Image Segmentation Techniques
4. Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss
   2021/02/03 by Lei, Wenhui, Mei, Haochen, Sun, Zhengwentai +7 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
   2024/10/21 by Yankai Jiang, Jiang, Yankai, Wenhui Lei +5 · 2 citations
   Medicine · Engineering · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Multimodal Machine Learning Applications
6. A co-evolving agentic AI system for medical imaging analysis
   2025/09/24 by Songhao Li, Jonathan Xu, Li, Songhao +24 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging
7. A Synthetic Data-Driven Radiology Foundation Model for Pan-tumor Clinical Diagnosis
   2025/02/10 by Wenhui Lei, Lei, Wenhui, Hanyu Chen +29 · 1 citation
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Medical Imaging Techniques and Applications