Title
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation Tyler Ward Aaron Moseley Abdullah-Al-Zubaer Imran SSL 115 0 0 25 May 2025
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Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 157 0 0 17 Feb 2025
Towards Virtual Clinical Trials of Radiology AI with Conditional Generative Modeling Benjamin Killeen Bohua Wan Aditya V. Kulkarni Nathan G. Drenkow Michael Oberst Paul H. Yi Mathias Unberath MedIm 87 0 0 13 Feb 2025
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction Xuyin Qi Zeyu Zhang Huazhan Zheng Mingxi Chen Numan Kutaiba ... Hongtao Mao Yongbin Li Zhibin Liao Yang Zhao Minh-Son To MedIm 70 7 0 02 Feb 2025
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Autoregressive Sequence Modeling for 3D Medical Image Representation Siwen Wang Churan Wang Fei Gao Lixian Su Fandong Zhang Yizhou Wang Yizhou Yu MedIm 66 1 0 13 Sep 2024
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification Reuben Dorent Roya Khajavi Tagwa Idris Erik Ziegler B. Somarouthu ... Minghui Zhang Steve Pieper Gordon Harris Ron Kikinis Tina Kapur 64 5 0 19 Aug 2024
Beyond the Hype: A dispassionate look at vision-language models in medical scenario Yang Nan Huichi Zhou Xiaodan Xing Guang Yang 66 3 0 16 Aug 2024
Real Time Multi Organ Classification on Computed Tomography Images H. Yerebakan Y. Shinagawa Gerardo Hermosillo 70 1 0 29 Apr 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM MedIm 62 37 0 28 Dec 2023