A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI images.
Qing LyuSanjeev V. NamjoshiEmory McTyreUmit TopalogluRichard BarcusMichael D. ChanChristina K. CramerWaldemar DebinskiMetin N. GurcanGlenn J. LesserHui-Kuan LinReginald F. MundenBoris C. PascheKiran Kumar Solingapuram SaiRoy E. StrowdStephen B. TatterKounosuke WatabeWei ZhangGe WangChristopher T. WhitlowPublished in: CoRR (2021)
Keyphrases
- deep learning
- mri images
- brain tumors
- medical images
- mri brain images
- magnetic resonance images
- mr images
- brain images
- brain tissue
- magnetic resonance
- unsupervised learning
- medical data
- medical image analysis
- magnetic resonance imaging
- clinical data
- machine learning
- anatomical structures
- mri data
- medical imaging
- human brain
- weakly supervised
- imaging modalities
- supervised learning
- computed tomography
- mental models
- ct images
- breast cancer
- image analysis
- decision making
- data mining