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Medical Image Analysis|May 10, 2026
No modality left behind: Adapting to missing modalities via knowledge distillation for brain tumor segmentationShenghao Zhu, Yifei Chen, Weihong Chen, et al.
Medical Image Analysis|April 30, 2026
Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspectiveXiaowu Sun, Theofilos Belmpas, Ortal Senouf, et al.
Medical Image Analysis|April 11, 2026
Towards generalizable pathology reports via a multimodal LLM with the multicenter in-context learningYi Li, Zhihao Lin, Qixiang Zhang, et al.
Medical Image Analysis|March 31, 2026
SEQUAL: Self-refining and effective querying active learning with pseudo label divergence score for carotid intima-media segmentation in ultrasoundYucheng Tang, Yipeng Hu, Jing Li, et al.
Medical Image Analysis|April 8, 2026
Foundational model-based geometric consistency monocular depth estimation framework for colonoscopyYeqi Liu, Deping Yu, Ling Liu, et al.
Medical Image Analysis|May 6, 2026
BundleWarp: Enhancing white matter tractometry and morphometry with precise neuronal mapping using streamline-based nonlinear registrationBramsh Qamar Chandio, Emanuele Olivetti, David Romero-Bascones, et al.
Medical Image Analysis|April 7, 2026
NeuroGT: Biophysically grounded graph transformers for self-supervised representation learning of neuronal morphologyPengpeng Sheng, Tingting Han, Gangming Zhao, et al.
Medical Image Analysis|April 18, 2026
Advancing radiograph representation learning via cascading graph alignment for vision-language clinical conceptsXilin Dang, Kang Li, Pheng Ann Heng
Medical Image Analysis|May 16, 2026
Effective registration-free dual-phase segmentation for pancreas and pancreatic mass via symmetrical selective feature integrationFuze Cong, Wenyi Deng, Xiuli Li, et al.
Medical Image Analysis|March 13, 2026
Two -stage contrastive learning framework for vertebral compression fracture screening in frontal chest X-rayJunzhang Huang, Qianyi Qiu, Yi Wu, et al.
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