Transfer learning-based PET/CT three-dimensional convolutional neural network fusion of image and clinical information for prediction of EGFR mutation in lung adenocarcinoma.
Xiaonan ShaoXinyu GeJianxiong GaoRong NiuYunmei ShiXiaoliang ShaoZhenxing JiangRenyuan LiYuetao WangPublished in: BMC Medical Imaging (2024)
Keyphrases
- transfer learning
- three dimensional
- image analysis
- image data
- pet ct
- clinical information
- lung cancer
- input image
- convolutional neural network
- ct images
- reinforcement learning
- machine learning
- lung cancer patients
- region of interest
- similarity measure
- text classification
- labeled data
- high resolution
- neural network
- natural language processing
- collaborative filtering
- x ray
- segmentation algorithm
- domain knowledge
- active learning
- automatic segmentation
- pairwise
- pet images
- image segmentation
- learning algorithm