The journal of machine learning for biomedical imaging

Quantifying the Efficacy of Deep Learning-Driven Deformable Registration in Multiplexed-Immunofluorescence Imaging for Nucleus Subtype Classification.

Pub Date : 2026-04-01 DOI: 10.59275/j.melba.2026-912a Gaurav Rudravaram, Shunxing Bao, Lucas W Remedios, Aravind R Krishnan, Michael E Kim, Yihao Liu, Chenyu Gao, Rendong Zhang, Bohan Jiang, Qi Liu, Ken S Lau, Joseph T Roland, Mary K Washington, Lori A Coburn, Keith T Wilson, Yuankai Huo, Bennett A Landman

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