The journal of machine learning for biomedical imaging

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The journal of machine learning for biomedical imaging - 最新文献

A Neural Conditional Random Field Model Using Deep Features and Learnable Functions for End-to-End MRI Prostate Zonal Segmentation.

Pub Date : 2025-08-01 DOI: 10.59275/j.melba.2025-gc4c Alex Ling Yu Hung, Kai Zhao, Kaifeng Pang, Haoxin Zheng, Xiaoxi Du, Qi Miao, Demetri Terzopoulos, Kyunghyun Sung

Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data.

Pub Date : 2024-05-15 DOI: 10.59275/j.melba.2024-7189 Ivan Diaz, Mario Geiger, Richard Iain McKinley

Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation.

Pub Date : 2024-01-01 DOI: 10.59275/j.melba.2024-g93a McKell Woodland, Nihil Patel, Austin Castelo, Mais Al Taie, Mohamed Eltaher, Joshua P Yung, Tucker J Netherton, Tiffany L Calderone, Jessica I Sanchez, Darrel W Cleere, Ahmed Elsaiey, Nakul Gupta, David Victor, Laura Beretta, Ankit B Patel, Kristy K Brock

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