The journal of machine learning for biomedical imaging

1753

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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

Finding Reproducible and Prognostic Radiomic Features in Variable Slice Thickness Contrast Enhanced CT of Colorectal Liver Metastases.

Pub Date : 2025-01-01 DOI: 10.59275/j.melba.2024-24gc Jacob J Peoples, Mohammad Hamghalam, Imani James, Maida Wasim, Natalie Gangai, Hyunseon Christine Kang, X John Rong, Yun Shin Chun, Richard K G Do, Amber L Simpson

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

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