A Systematic Review on the Use of Registration-Based Change Tracking Methods in Longitudinal Radiological Images
Registration is the process of spatially and/or temporally aligning different images. It is a
critical tool that can facilitate the automatic tracking of pathological changes detected in …
critical tool that can facilitate the automatic tracking of pathological changes detected in …
Deformable image registration with deep network priors: a study on longitudinal PET images
Objective. This paper proposes a novel approach for the longitudinal registration of PET
imaging acquired for the monitoring of patients with metastatic breast cancer. Unlike with …
imaging acquired for the monitoring of patients with metastatic breast cancer. Unlike with …
Effective Modeling in Medical Imaging with Constrained Data
TMH Hsu - 2022 - dspace.mit.edu
Data for modern medical imaging modeling is constrained by their high physical density,
complex structure, insufficient annotation, heterogeneity across sites, long-tailed distribution …
complex structure, insufficient annotation, heterogeneity across sites, long-tailed distribution …