Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies.
Monika GórkaDaniel JaworekMarek WodzinskiPublished in: CoRR (2024)
Keyphrases
- pet ct
- deep learning
- lymph nodes
- lung cancer patients
- ct images
- lung cancer
- automatic detection
- positron emission tomography
- pet images
- treatment planning
- automatic segmentation
- unsupervised learning
- ct data
- machine learning
- segmentation algorithm
- segmentation method
- weakly supervised
- medical images
- cancer diagnosis
- ct scans
- brain tumors
- level set
- automated segmentation
- mental models
- training set
- pattern recognition
- multiscale
- image segmentation
- computer vision
- data mining
- region growing