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UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025

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论文数22
被引数
期刊论文 22
发表时间
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SCORPION: Addressing Scanner Induced Variability in HistopathologySCORPION：解决扫描仪诱导的组病理学变异性
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteRyu, Jeongun; Song, Heon; Lee, Seungeun; Cho, Soo Ick; Shin, Jiwon; Paeng, Kyunghyun; Pereira, Sergio
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Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching通过流匹配进行医学图像分割中的随机不确定性估计
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteVan Phi Nguyen; Ngoc Huynh Trinh; Duy Minh Lam Nguyen; Phu Loc Nguyen; Quoc Long Tran
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Evaluation of Monte Carlo Dropout for Uncertainty Quantification in Multi-task Deep Learning-Based Glioma Subtyping蒙特卡洛dropout在多任务深度学习基础上的胶质瘤分型不确定性量化评估
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteRojas, Gonzalo Esteban Mosquera; van der Voort, Sebastian; Pirkl, Carolin M.; Kaushik, Sandeep; Smits, Marion; Klein, Stefan
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Is Uncertainty Quantification a Viable Alternative to Learned Deferral?量化不确定性是否是学习延迟的可行替代方案？
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteWundram, Anna M.; Baumgartner, Christian F.
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MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy VideosMEGAN：用于内窥镜视频中鲁棒不确定性估计的专家混合模型
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteAgbelese, Damola; Chaitanya, Krishna; Pati, Pushpak; Parmar, Chaitanya; Mobadersany, Pooya; Fadnavis, Shreyas; Surace, Lindsey; Yarandi, Shadi; Ghanem, Louis R.; Lucas, Molly; Mansi, Tommaso; Cula, Gabriela Oana; Damasceno, Pablo F.; Standish, Kristopher
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A Proper Structured Prior for Bayesian T_1T1 Mapping贝叶斯T_1T1映射的合适结构化先验
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteLin, Disi; Garpebring, Anders; Lofstedt, Tommy
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Disagreement-Driven Uncertainty Quantification in Late Gadolinium Enhancement Cardiac MRI分歧驱动的晚期钆增强心脏磁共振成像中的不确定性量化
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteSchwab, Matthias; Haltmeier, Markus; Mayr, Agnes
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Empirical Bayesian Methods and BNNs for Medical OOD Detection基于经验贝叶斯方法和BNN的医学领域外检测
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteRaina, Kevin
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SPARTA: Spectral Prompt Agnostic Adversarial Attack on Medical Vision-Language ModelsSPARTA：针对医学视觉-语言模型的谱提示无关对抗攻击
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteHanif, Asif; Zaheer, Zaigham; Khan, Salman; Khan, Fahad Shahbaz; Anwer, Rao
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Uncertainty-Aware Classification: A Human-Guided Bayesian Deep Learning Framework不确定性感知分类：一种人引导的贝叶斯深度学习框架
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteKampen, PeterJ. T.; Reimann, Marcel; Hannemose, Morten Rieger; Christensen, Anders Nymark; Kolko, Miriam; Dahl, Anders Bjorholm; Sundgaard, Josefine Vilsboll
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Unsupervised Artifact Detection and Quantification via Contrastive Learning with Noise Reference通过对比学习与噪声参考实现无监督伪影检测与量化
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteLippenszky, Levente; Yang, Hongxu; de Arcos, Jose; Rusko, Laszlo
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LEXU: Learning from Expert Disagreement for Single-Pass Uncertainty Estimation in Medical Image SegmentationLEXU：利用专家分歧进行单次不确定性估计的医学图像分割
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteAbutalip, Kudaibergen; Saeed, Numan; Maani, Fadillah; Sobirov, Ikboljon; Andrearczyk, Vincent; Depeursinge, Adrien; Yaqub, Mohammad
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Decoupling Clinical and Class-Agnostic Features for Reliable Few-Shot Adaptation Under Shift
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteRahman, Umaima; Imam, Raza; Yaqub, Mohammad; Mahapatra, Dwarikanath
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Label-Free Estimation of Clinically Relevant Performance Metrics Under Distribution Shifts在分布偏移条件下对临床相关性能指标的无标签估计
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteFluhmann, Tim; Bissoto, Alceu; Hoang, Trung-Dung; Koch, Lisa M.
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Benchmarking Uncertainty and Its Disentanglement in Multi-label Chest X-Ray Classification评估不确定性及其在多标签胸部X射线分类中的解耦
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteBaur, Simon; Samek, Wojciech; Ma, Jackie
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Pseudo-D: Informing Multi-view Uncertainty Estimation with Calibrated Neural Training Dynamics伪-D：通过校准的神经网络训练动态来指导多视角不确定性估计
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteGu, Ang Nan; Tsang, Michael; Vaseli, Hooman; Abolmaesumi, Purang; Tsang, Teresa
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Bayesian MRI Reconstruction with Structured Uncertainty Distributions基于结构化不确定性分布的贝叶斯MRI重建
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteDeveney, Teo; Simpson, Ivor; Campbell, Neill
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Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction度量引导的保形界限用于概率图像重建
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteCheung, Matt Y.; Netherton, Tucker J.; Court, LaurenceE.; Veeraraghavan, Ashok; Balakrishnan, Guha
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Evaluation of Uncertainty-Aware Multi-software Ensembles for Hippocampal Segmentation不确定性感知多软件集成在 hippocampal 分割中的评估
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
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delete2026-01-01
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PREAI
deleteOliveira-Stahl, Gabriel; Schroder, Anna; Moggridge, James; Salhab, Hamza A.; Micallef, Caroline; Barnes, Josephine; Cardoso, M. Jorge; Sudre, Carole H.; Grech-Sollars, Matthew
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Out-of-Distribution Detection in Medical Imaging via Diffusion Trajectories通过扩散轨迹进行医学成像中的分布外检测
deleteUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
IF0
delete2026-01-01
delete1
PREAI
deleteAbdi, Lemar; Caetano, Francisco; Valiuddin, Amaan; Viviers, Christiaan; Joudeh, Hamdi; van der Sommen, Fons
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