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Medical Image Analysis|January 24, 2025
SAF-IS: A spatial annotation free framework for instance segmentation of surgical toolsLuca Sestini, Benoit Rosa, Elena De Momi, et al.
Medical Image Analysis|January 22, 2025
SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networksDieuwertje Alblas, Julian Suk, Christoph Brune, et al.
Medical Image Analysis|January 22, 2025
When multiple instance learning meets foundation models: Advancing histological whole slide image analysisHongming Xu, Mingkang Wang, Duanbo Shi, et al.
Medical Image Analysis|December 4, 2024
The Developing Human Connectome Project: A fast deep learning-based pipeline for neonatal cortical surface reconstructionQiang Ma, Kaili Liang, Liu Li, et al.
Medical Image Analysis|February 28, 2025
Exploring the values underlying machine learning research in medical image analysisJohn S H Baxter, Roy Eagleson
Medical Image Analysis|December 10, 2024
Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregationMaximilian Zenk, David Zimmerer, Fabian Isensee, et al.
Medical Image Analysis|November 29, 2024
NCCT-to-CECT synthesis with contrast-enhanced knowledge and anatomical perception for multi-organ segmentation in non-contrast CT imagesLiming Zhong, Ruolin Xiao, Hai Shu, et al.
Medical Image Analysis|September 3, 2024
Cascaded Multi-path Shortcut Diffusion Model for Medical Image TranslationYinchi Zhou, Tianqi Chen, Jun Hou, et al.
Medical Image Analysis|September 8, 2024
Mammography classification with multi-view deep learning techniques: Investigating graph and transformer-based architecturesFrancesco Manigrasso, Rosario Milazzo, Alessandro Sebastian Russo, et al.
Medical Image Analysis|September 7, 2024
Deep unfolding network with spatial alignment for multi-modal MRI reconstructionHao Zhang, Qi Wang, Jun Shi, et al.
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