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	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：253/4 \| 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
	Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report 期刊论文 MEDICAL IMAGE ANALYSIS, 2024, 卷号: 97 作者: Huijben, Evi M.C.; Terpstra, Maarten L.; Galapon, Arthur Jr.; Pai, Suraj; Thummerer, Adrian Adobe PDF(2223Kb) \| 收藏 \| 浏览/下载：352/2 \| 提交时间：2024/08/09 Carrier concentration Computerized tomography Deep learning Electron density measurement Electrons Image analysis Magnetic resonance imaging Medical imaging Photons Tissue Adaptive radiotherapy Cone-beam CT Deep learning Generation techniques Healthy tissues Image similarity Images synthesis Medical image synthesis Synthetic computed tomography generation Treatment planning
	sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation 期刊论文 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112 作者: Zhao, Xiangyu; Zang, Di; Wang, Sheng; Shen, Zhenrong; Xuan, Kai Adobe PDF(3067Kb) \| 收藏 \| 浏览/下载：296/4 \| 提交时间：2024/02/23 Brain Image enhancement Image segmentation Magnetic resonance Magnetic resonance imaging Medical imaging Metadata Adversarial learning Brain segmentation Data augmentation Data synthesis Image Inpainting Images synthesis Inpainting Learning approach Medical image synthesis Traumatic Brain Injuries
	AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 卷号: 131, 期号: 8, 页码: 1995-2014 作者: Adobe PDF(4153Kb) \| 收藏 \| 浏览/下载：319/1 \| 提交时间：2023/05/29 Multimodal collaborative learning Medical image synthesis Autoencoder Self-representation
	TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 4, 页码: 1083-1094 作者: Liu, Ruhan; Wang, Tianqin; Li, Huating; Zhang, Ping; Li, Jing Adobe PDF(4663Kb) \| 收藏 \| 浏览/下载：288/0 \| 提交时间：2023/04/28 Clinical research Diseases Eye protection Image enhancement Learning systems Medical imaging Modal analysis Biomedical imaging Generating adversarial training Images synthesis Lesion Lupus retinopathy Multi-modal data Retinopathy Transfer learning Unmatched multi-modal data UWF-FFA UWF-FP
	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：258/0 \| 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
	Semi-supervised Standard-dose PET Image Generation via Region-adaptive Normalization and Structural Consistency Constraint 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1 作者: Jiang, Caiwen; Pan, Yongsheng; Cui, Zhiming; Nie, Dong; Shen, Dinggang Adobe PDF(2702Kb) \| 收藏 \| 浏览/下载：278/3 \| 提交时间：2023/06/09 Diagnosis Electrons Image reconstruction Job analysis Medical imaging Positron emission tomography Positrons Stereo image processing Three dimensional displays Consistency constraints Generation Images reconstruction Images synthesis Normalisation Positron emission tomography Region-adaptive Region-adaptive normalization Semi-supervised Structural consistency constraint Task analysis Three-dimensional display
	Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1 作者: Li, Yonghao; Zhou, Tao; He, Kelei; Zhou, Yi; Shen, Dinggang Adobe PDF(3605Kb) \| 收藏 \| 浏览/下载：496/100 \| 提交时间：2023/07/14 Edge detection Feature extraction Learning systems Medical imaging Modal analysis Signal encoding Auto encoders Features extraction Image edge detection Images synthesis Magnetic resonance imaging Masked autoencoder Medical image synthesis Pre-training Self-supervised pre-training Task analysis Transformer
	SLMT-Net: A Self-supervised Learning based Multi-scale Transformer Network for Cross-Modality MR Image Synthesis 预印本 2022 作者: Li, Yonghao; Zhou, Tao; He, Kelei; Zhou, Yi; Shen, Dinggang Adobe PDF(4822Kb) \| 收藏 \| 浏览/下载：52/0 \| 提交时间：2024/01/09 Magnetic resonance (MR) medical image synthesis masked autoencoders self-supervised learning
	Disease-Image-Specific Learning for Diagnosis-Oriented Neuroimage Synthesis With Incomplete Multi-Modality Data 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10 作者: Adobe PDF(1669Kb) \| 收藏 \| 浏览/下载：301/0 \| 提交时间：2022/09/28 Diseases Magnetic resonance imaging Medical diagnosis Image synthesis Generative adversarial networks Task analysis Neuroimaging Multi-modality neuroimaging generative adversarial network missing image synthesis brain disease diagnosis

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