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	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：134/2 \| 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：101/9 \| 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
	Femtojoule optical nonlinearity for deep learning with incoherent illumination 期刊论文 SCIENCE ADVANCES, 2025, 卷号: 11, 期号: 5 作者: Feng, Qixin; Uzundal, Can B.; Guo, Ruihan; Sanborn, Collin; Qi, Ruishi Adobe PDF(1073Kb) \| 收藏 \| 浏览/下载：54/2 \| 提交时间：2025/02/17 Medical imaging Multilayer neural networks Nematic liquid crystals Optical multilayers Critical component Energy efficient Highly parallels Incoherent illumination Linear operations Massive parallelism Non-linear optical Optical microdevices Optical neural networks Optical nonlinearity
	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：63/1 \| 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
	Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective 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: Zhang, Kai; Huang, Shijie; Zhu, Fangmei; Ding, Zhongxiang; Chen, Geng 收藏 \| 浏览/下载：194/0 \| 提交时间：2024/11/29 Brain Contrastive Learning Deep learning Image registration Medical imaging Atlas construction Brain atlas Deep learning Feature space Fetal brain Geometric information Learn+ Learning methods Learning-based approach Minimums distance
	IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-View Ultrasound Images 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: Chen, Haoyuan; Li, Yonghao; Zhang, Jiadong; Xu, Qi; Li, Meiyu 收藏 \| 浏览/下载：241/0 \| 提交时间：2024/11/29 Contrastive Learning Lung cancer Medical imaging Ultrasonic imaging Breast Cancer Breast cancer diagnosis Breast ultrasound imaging Clinical settings Consistency learning Image representations Learning methods Multi-view diagnose Multi-views Ultrasound images
	Optimizing Deep Learning for Biomedical Imaging 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, ICCABS 2023, Norman, OK, United states, December 11, 2023 - December 13, 2023 作者: Chaturvedi, Ayush; Cao, Guohua; Feng, Wu-Chun 收藏 \| 浏览/下载：11/0 \| 提交时间：2025/03/28 Adversarial machine learning Computerized tomography Contrastive Learning Deep learning Deep reinforcement learning Federated learning Image denoising Medical imaging Biomedical imaging Chest CT Deep learning Hardware resources High-accuracy Image de-noising Learning models Optimisations Optimization techniques Parallel hardware
	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：5/0 \| 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
	Robust Dual Gaussian Splatting for Immersive Human-centric Volumetric Videos 期刊论文 ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 6 作者: Jiang YH(蒋宇衡); Shen ZH(沈哲灏); Hong Y(洪羽); Guo CC(郭程骋); Wu YZ(吴奕泽) Adobe PDF(26746Kb) \| 收藏 \| 浏览/下载：186/1 \| 提交时间：2024/09/25 Gaussian noise (electronic) Image coding Image compression Interactive computer graphics Medical imaging Motion estimation Motion tracking Redundancy Rendering (computer graphics) Virtual reality Volume rendering Gaussian splatting Gaussians Human performance Human performance capture Human-centric Immersive Neural rendering Performance capture Splatting Volumetrics
	Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12 作者: Luo, Yimin; Yang, Qinyu; Fan, Yuheng; Qi, Haikun; Xia, Menghan Adobe PDF(9618Kb) \| 收藏 \| 浏览/下载：238/4 \| 提交时间：2024/05/20 Task analysis Medical diagnostic imaging Uncertainty Image synthesis Training Reliability Data models Diffusion models measurement uncertainty guidance medical image synthesis controllable generation

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