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	REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation 期刊论文 NEUROCOMPUTING, 2025, 卷号: 624 作者: Song, Zhiyun; Zhao, Yinjie; Li, Xiaomin; Fei, Manman; Zhao, Xiangyu Adobe PDF(15285Kb) \| 收藏 \| 浏览/下载：131/17 \| 提交时间：2025/02/12 Image acquisition Image annotation Image segmentation Medical imaging High resolution High-resolution segmentation Knowledge distillation Low resolution images Lower resolution Resource-efficient Self-supervised super-resolution Superresolution Uncertainty Uncertainty awareness Magnetic resonance imaging
	Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Huang, Shijie; Zhang, Kai; Huang, Jiawei; Kong, Lingnan; Zhu, Fangmei 收藏 \| 浏览/下载：263/0 \| 提交时间：2024/11/29 Brain mapping Deep learning Image coding Image enhancement Image segmentation Labeled data Neonatal monitoring Nuclear magnetic resonance Self-supervised learning Semi-supervised learning Brain regions Data augmentation Fetal brain Fine grained Hierarchical model Hierarchical network Human Connectome Segmentation Semi-supervised learning Simple++
	ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 6, 页码: 2254-2265 作者: Li, Zihan; Zheng, Yuan; Shan, Dandan; Yang, Shuzhou; Li, Qingde Adobe PDF(4163Kb) \| 收藏 \| 浏览/下载：331/44 \| 提交时间：2024/02/23 Transformer Medical image segmentation Scribble-supervised learning Convolution Decoding Diagnosis Image annotation Medical imaging Neural networks Annotation Convolutional neural network Images segmentations Medical diagnostic imaging Supervised segmentation
	A Lightweight Semi-supervised Eye Semantic Segmentation Method Based on Iterative Learning 会议论文 JOURNAL OF PHYSICS: CONFERENCE SERIES, Hybrid, Singapore, Singapore, February 23, 2024 - February 25, 2024 作者: Qi, Ruochen; Zhang, Guanghui; Zhu, Dongchen; Shi, Wenjun; Zhang, Xiaolin Adobe PDF(1615Kb) \| 收藏 \| 浏览/下载：240/0 \| 提交时间：2024/06/07 Image representation Learning systems Semantic Segmentation Semantics Biometric recognition Computation costs Eye images Feature learning Image data Iterative learning Learning modules Segmentation methods Semantic segmentation Semi-supervised
	RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 1, 页码: 251-261 作者: Zhao, Xiangyu; Qi, Zengxin; Wang, Sheng; Wang, Qian; Wu, Xuehai Adobe PDF(9627Kb) \| 收藏 \| 浏览/下载：296/3 \| 提交时间：2023/10/16 Medical image segmentation semi-supervised learning contrastive learning pseudo supervision
	Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network 期刊论文 IEEE ACCESS, 2024, 卷号: 12, 页码: 168607-168625 作者: Anparasy Sivaanpu; Kumaradevan Punithakumar; Rui Zheng; Michelle Noga; Dean Ta Adobe PDF(5473Kb) \| 收藏 \| 浏览/下载：155/2 \| 提交时间：2024/11/28 Convolutional neural networks Deep neural networks Image coding Image denoising Image enhancement Image quality Image segmentation Network coding Self-supervised learning Semi-supervised learning Ultrasonic imaging Convolutional neural network De-noising Deep learning Encoder-decoder Hybrid network Limited resolution Medical ultrasound images Speckle noise Speckle noise reduction Ultrasound images
	DSMT-Net: Dual Self-supervised Multi-operator Transformation for Multi-source Endoscopic Ultrasound Diagnosis 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 1, 页码: 64-75 作者: Jiajia Li; Pingping Zhang; Teng Wang; Lei Zhu; Ruhan Liu Adobe PDF(20632Kb) \| 收藏 \| 浏览/下载：244/2 \| 提交时间：2023/07/21 Deep learning Edge detection Endoscopy Image segmentation Job analysis Large dataset Medical imaging Risk assessment Supervised learning Ultrasonic imaging Breast Cancer Endoscopic ultrasounds Image edge detection Medical Devices Medical diagnostic imaging Neural-networks Pancreatic cancers Pancreatic disease Self-supervised learning Task analysis Transformer Vision transformer
	ClusterSeg: A crowd cluster pinpointed nucleus segmentation framework with cross-modality datasets 期刊论文 MEDICAL IMAGE ANALYSIS, 2023, 卷号: 85 作者: Ke, Jing; Lu, Yizhou; Shen, Yiqing; Zhu, Junchao; Zhou, Yijin Adobe PDF(4534Kb) \| 收藏 \| 浏览/下载：387/0 \| 提交时间：2023/03/10 mage segmentation Pathology Biomedical applications Clustered nucleus Cross modality Image-analysis Individual cells Morphological variation Nucleus segmentation Partially-supervised network Practical problems Supervised network
	Transformers in medical image analysis 期刊论文 INTELLIGENT MEDICINE;, 2023, 卷号: 3, 期号: 1, 页码: 59-78 作者: He, Kelei; Gan, Chen; Li, Zhuoyuan; Rekik, Islem; Yin, Zihao Adobe PDF(2697Kb) \| 收藏 \| 浏览/下载：278/0 \| 提交时间：2023/03/24 Deep learning Diagnosis Image synthesis Medical image analysis Multi-modal learning Multi-task learning Registration Segmentation Transformer Weakly-supervised learning
	One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023 作者: Zhao, Xiangyu; Shen, Zhenrong; Chen, Dongdong; Wang, Sheng; Zhuang, Zixu Adobe PDF(3525Kb) \| 收藏 \| 浏览/下载：221/0 \| 提交时间：2023/11/10 Brain Patient treatment Adversarial training Brain segmentation Clinical treatments One-shot segmentation Shot segmentation Supervised segmentation Training sample Traumatic Brain Injuries Uncertainty Uncertainty rectification

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