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DEEP GENERATIVE MODELS, DGM4MICCAI 2025

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论文数28
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期刊论文 28
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Resolution Invariant Autoencoder分辨率不变自编码器
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delete2026-01-01
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PREAI
deletePatel, Ashay; Antonelli, Michela; Ourselin, Sebastien; Cardoso, M. Jorge
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Hierarchical Diffusion Framework for Pseudo-healthy Brain MRI Inpainting with Enhanced 3D Consistency用于增强3D一致性的伪健康脑MRI分层扩散框架 inpainting
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delete2026-01-01
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PREAI
deleteKwark, Dou Hoon; Luo, Shirui; Zhu, Xiyue; Li, Yudu; Liang, Zhi-Pei; Kindratenko, Volodymyr
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Pre to Post-treatment Glioblastoma MRI Prediction Using a Latent Diffusion Model利用潜在扩散模型进行胶质母细胞瘤治疗前后MRI预测
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delete2026-01-01
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PREAI
deleteLeclercq, Alexandre G.; Bougleux, Sebastien; Moreau, Noemie N.; Desmonts, Alexis; Herault, Romain; Corroyer-Dulmont, Aurelien
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MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging Through Symmetrical Flow MatchingMedSymmFlow：通过对称流匹配连接医学成像中的生成建模和分类
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delete2026-01-01
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PREAI
deleteCaetano, Francisco; Abdi, Lemar; Viviers, Christiaan; Valiuddin, Amaan; van der Sommen, Fons
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Conditional Diffusion Models for Guided Anomaly Detection in Brain MRI Using Fluid-Driven Anomaly Randomization基于流体驱动的异常随机化的条件扩散模型在脑部MRI引导异常检测中的应用
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteAguila, Ana Lawry; Liu, Peirong; Puonti, Oula; Iglesias, Juan Eugenio
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3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion Models基于垂直分数扩散模型的3D CBCT伪影去除
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteSchaub, Susanne; Bieder, Florentin; Oliveira, Matheus L.; Wang, Yulan; Dagassan-Berndt, Dorothea; Bornstein, Michael M.; Cattin, Philippe C.
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CtrlEndoDiff: Diffusion-Based Synthetic Image Generation for Enhanced ACF SegmentationCtrlEndoDiff：基于扩散的合成图像生成以增强ACF分割
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delete2026-01-01
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PREAI
deleteAlbokhari, Rayan; Debnath, Bappaditya; Henry, Darrien; Johnson, Michael; Bailey, Adam; East, James E.; Rittscher, Jens
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Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI重建或生成：探索心磁共振成像生成建模的谱系
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delete2026-01-01
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deleteBubeck, Niklas; Zhang, Yundi; Shit, Suprosanna; Rueckert, Daniel; Pan, Jiazhen
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Latent Causal Modeling for 3D Brain MRI Counterfactuals用于3D脑部MRI反事实的潜在因果建模
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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deletePeng, Wei; Xia, Tian; Ribeiro, Fabio De Sousa; Bosschieter, Tomas; Adeli, Ehsan; Zhao, Qingyu; Glocker, Ben; Pohl, Kilian M.
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fastWDM3D: Fast and Accurate 3D Healthy Tissue InpaintingfastWDM3D：快速且精确的3D健康组织补全
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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deleteDurrer, Alicia; Bieder, Florentin; Friedrich, Paul; Menze, Bjoern; Cattin, Philippe C.; Kofler, Florian
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Med-Art: Diffusion Transformer for 2D Medical Text-to-Image GenerationMed-Art: 2D医学文本到图像生成的扩散变换器
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delete2026-01-01
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PREAI
deleteGuo, Changlu; Christensen, Anders Nymark; Hannemose, Morten Rieger
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EchoAdapter: Adapting Pretrained Image Diffusion Models for Cardiac Ultrasound Video GenerationEchoAdapter: 适配预训练图像扩散模型用于心脏超声视频生成
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delete2026-01-01
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deleteWu, Junde; Miller, Renee; Sprem, Jurica; Grau, Vicente
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MedIL: Generating Arbitrary-Resolution Medical Images with Implicit Latent SpacesMedIL：基于隐式潜在空间的任意分辨率医学图像生成
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delete2026-01-01
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PREAI
deleteSpears, Tyler; Zhu, Shen; Jin, Yinzhu; Shrivastava, Aman; Fletcher, P. Thomas
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Uncovering Aβ Accumulation Patterns via Multi-modal Latent Space Clustering Using Residual Diffusion Model利用残差扩散模型通过多模态潜在空间聚类揭示Aβ积聚模式
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delete2026-01-01
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PREAI
deleteOu, Zaixin; Jiang, Caiwen; Liu, Yuxiao; Sun, Kaicong; Shen, Dinggang
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From Scope to Script: An Automated Report Generation Model for Gastrointestinal Endoscopy从范围到脚本：一种用于胃肠内镜的自动化报告生成模型
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delete2026-01-01
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deleteKaklamanos, Evandros; Kristinsdottir, Kristjana; Huang, Jonathan; Carlson, Dustin; Keswani, Rajesh; Pandolfino, John; Etemadi, Mozziyar
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Tubular Anatomy-Aware 3D Semantically Conditioned Image Synthesis管状解剖结构感知的3D语义条件图像合成
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteJanelidze, Janluka; Folle, Lukas; Navab, Nassir; Azampour, Mohammad Farid
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Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images像素级完美MegaMed：一种用于生成高分辨率医学图像的百万像素级视觉-语言基础模型
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteTehraniNasab, Zahra; Ni, Hujun; Kumar, Amar; Arbel, Tal
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Anatomically Guided 3D Diffusion Models for Synthetic Prostate MRI Generation解剖结构引导的3D扩散模型用于合成前列腺MRI生成
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PREAI
deleteGiardina, Claudia; Vila-Bagaria, Sigrid; Albornes, Carlos; Pardas, Montse; Vilaplana, Veronica
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GANs vs. Diffusion Models for Virtual Staining with the HER2match Dataset生成对抗网络与扩散模型在HER2match数据集上的虚拟染色应用比较
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteKlockner, Pascal; Teixeira, Jose; Montezuma, Diana; Cardoso, Jaime S.; Horlings, Hugo M.; Oliveira, Sara P.
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Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining利用对抗学习实现虚拟染色中的病理保真度
deleteDEEP GENERATIVE MODELS, DGM4MICCAI 2025
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delete2026-01-01
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PREAI
deleteTeixeira, Jose; Klockner, Pascal; Montezuma, Diana; Cesur, Melis Erdal; Fraga, Joao; Horlings, Hugo M.; Cardoso, Jaime S.; Oliveira, Sara P.
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