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	A Serial Image Segmentation and Registration Network (SISRN) for Dynamic Enhanced Magnetic Resonance Image Sequences 会议论文 2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025 作者: Zehao Weng; Zhong Xue; Haoran Sun; Dongdong Gu Adobe PDF(1419Kb) \| 收藏 \| 浏览/下载：26/1 \| 提交时间：2025/05/20 Diagnostic radiography Image segmentation Neuroimaging Noninvasive medical procedures Photointerpretation Chronic kidney disease Deep learning Dynamic contrast-enhanced magnetic resonance imaging Image sequence Images registration Images segmentations Medical image registration Multitask learning Serial images Temporal consistency
	Learnable color space conversion and fusion for stain normalization in pathology images 期刊论文 MEDICAL IMAGE ANALYSIS, 2025, 卷号: 101 作者: Ke, Jing; Zhou, Yijin; Shen, Yiqing; Guo, Yi; Liu, Ning Adobe PDF(6837Kb) \| 收藏 \| 浏览/下载：164/2 \| 提交时间：2025/01/10 Color image processing Contrastive Learning Convergence of numerical methods Digital storage Image segmentation Medical imaging Color space conversion Color space fusions Computer-assisted diagnostic systems Image analyze Image-analysis Learnable color space conversion Normalisation Normalization methods Pathology image analyze Stain normalization
	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
	AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 3, 页码: 1273-1283 作者: Linlin Yao; Dongdong Chen; Xiangyu Zhao; Manman Fei; Zhiyun Song Adobe PDF(20351Kb) \| 收藏 \| 浏览/下载：222/7 \| 提交时间：2024/11/28 Angiography Graphic methods Image segmentation Medical computing Network theory (graphs) Aneurysm segmentation Angiography images Centerline graph Centerlines Computed tomography angiography Geometric deep learning Head and neck Localisation Medical intervention Point-clouds
	Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 2, 页码: 868-879 作者: Jiaming Xie; Qing Zhang; Zhiming Cui; Chong Ma; Yan Zhou Adobe PDF(4281Kb) \| 收藏 \| 浏览/下载：241/7 \| 提交时间：2024/09/30 Deep neural networks Mammography Clinical data Computer-aided Eye-tracking High quality Mammogram images Medical data Medical image segmentation Neural-networks Performance Semantic segmentation
	Inspect quantitative signals in placental histopathology: Computer-assisted multiple functional tissues identification through multi-model fusion and distillation framework 期刊论文 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2025, 卷号: 119 作者: Liu, Yiming; Zhang, Ling; Gu, Mingxue; Xiao, Yaoxing; Yu, Ting Adobe PDF(4767Kb) \| 收藏 \| 浏览/下载：82/1 \| 提交时间：2025/02/12 Convergence of numerical methods Image enhancement Medical imaging Silicon wafers Computer assisted Computer-aided Computer-aided recognition Functional tissue Gaining insights Multi-model fusion Pathological analysis Placenta histopathology Potential signal Semantic segmentation
	Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 69-78 作者: Huabing Liu; Jiawei Huang; Dengqiang Jia; Qian Wang; Jun Xu Adobe PDF(2029Kb) \| 收藏 \| 浏览/下载：176/2 \| 提交时间：2024/07/22 Feature extraction Image enhancement Image segmentation Magnetic resonance imaging Medical imaging Tissue Accuracy Adult-like phase image Adversarial networks Anatomy Brain segmentation Disentangled cycle-consistent adversarial network Features extraction Images segmentations Isointense infant brain segmentation Multi-view learning Phase image
	DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels 会议论文 LECTURE NOTES IN COMPUTER SCIENCE, Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Jia, Dengqiang; Yang, Xinnian; Xiong, Xiaosong; Huang, Shijie; Hou, Feiyu 收藏 \| 浏览/下载：51/0 \| 提交时间：2025/04/11 Deep learning Image annotation Image segmentation Magnetic resonance imaging Medical image processing Network theory (graphs) Cerebral vessels Coronary CTA Deep learning Dynamics simulation Mesh reconstruction MRA Structured mesh Vascular Vascular graph
	Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 244-258 作者: Lei Zhou; Yuzhong Zhang; Jiadong Zhang; Xuejun Qian; Chen Gong Adobe PDF(12040Kb) \| 收藏 \| 浏览/下载：329/8 \| 提交时间：2024/08/14 Complex networks Convolution Decoding Diagnosis Image segmentation Magnetic resonance imaging Medical imaging Signal encoding Breast tumor segmentation Breast tumour Decoding Hybrid network Images segmentations Medical diagnostic imaging Prototype Prototype learning Transformer Tumor segmentation
	Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 12, 页码: 4483-4495 作者: Xibao Li; Xi Ouyang; Jiadong Zhang; Zhongxiang Ding; Yuyao Zhang Adobe PDF(2156Kb) \| 收藏 \| 浏览/下载：251/3 \| 提交时间：2024/07/15 Image segmentation Annotations Biomedical imaging Accuracy Lumen Medical diagnostic imaging Transfer learning image segmentation domain adaptation segment anything model

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