Zengqiang Yan
- Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting
2023/09/13 by Xian Lin, Yangyang Xiang, Lin, Xian +5 · 11 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates
2024/07/20 by Junjie Shi, C. Shang, Shi, Junjie +9 · 7 citations
Health Professions · Computer Science · Medicine · #Artificial Intelligence in Healthcare #AI in cancer detection #COVID-19 diagnosis using AI
- FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity
2023/05/09 by Nannan Wu, Wu, Nannan, Li Yu +7 · 3 citations
Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Privacy-Preserving Technologies in Data
- The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning
2022/06/29 by Xian Lin, Lin, Xian, Li Yu +5 · 2 citations
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise
2023/12/20 by Nannan Wu, Wu, Nannan, Zhaobin Sun +5 · 3 citations
Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging
- Weakly supervised learning for multi-class medical image segmentation via feature decomposition
2024/02/28 by Zhuo Kuang, Zengqiang Yan, Li Yu · 5 citations
Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI
- FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification
2022/06/28 by Nannan Wu, Li Yu, Wu, Nannan +7 · 2 citations
Computer Science · #Imbalanced Data Classification Techniques #Privacy-Preserving Technologies in Data #AI in cancer detection
- SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts
2024/03/20 by Xian Lin, Yangyang Xiang, Lin, Xian +9 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiation Dose and Imaging
- FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity
2024/06/27 by Zhaobin Sun, Nannan Wu, Sun, Zhaobin +11 · 1 citation
Computer Science · #Text and Document Classification Technologies
- FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
2024/07/02 by Yangyang Xiang, Xiang, Yangyang, Nannan Wu +9 · 1 citation
Engineering · Medicine · Computer Science · #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection