Automated method for extraction of lung tumors using a machine learning classifier with knowledge of radiation oncologists on data sets of planning CT and FDG-PET/CT images.
Hidetaka ArimuraZe JinYoshiyuki ShioyamaKatsumasa NakamuraTaiki MagomeMasayuki SasakiPublished in: EMBC (2013)
Keyphrases
- ct images
- pet ct
- computed tomography
- ct scans
- medical images
- machine learning
- region of interest
- lymph nodes
- pet images
- medical imaging
- segmentation method
- low dose
- pulmonary nodules
- treatment planning
- lung nodules
- fully automatic
- automated segmentation
- automatic detection
- x ray
- computer tomography
- multislice
- cross section
- mri images
- computer vision