Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Using a Longitudinally Aware Segmentation Network
Xin Tie, Muheon Shin, Changhee Lee, Scott B. Perlman, Zachary Huemann, Amy J. Weisman, Sharon M. Castellino, Kara M. Kelly, Kathleen M. McCarten, Adina Alazraki, Junjie Hu, Steve Y. Cho, Tyler Bradshaw
Abstract
A longitudinally aware segmentation network trained on multicenter clinical trial data achieved high performance in automatic quantification of PET metrics for baseline and interim-therapy scans in pediatric Hodgkin lymphoma.
Topics & Concepts
MedicineNuclear medicineRadiologyMedical Imaging Techniques and ApplicationsRadiomics and Machine Learning in Medical ImagingAdvanced Radiotherapy Techniques