Differentiating low-risk thymomas from high-risk thymomas: preoperative radiomics nomogram based on contrast enhanced CT to minimize unnecessary invasive thoracotomy.
Chao GaoLiping YangYuchao XuTianzuo WangHongchao DingXing GaoLin LiPublished in: BMC Medical Imaging (2024)
Keyphrases
- high risk
- contrast enhanced
- intraoperative
- ct data
- computed tomography
- patient data
- x ray
- pre operative
- risk factors
- mr images
- prostate cancer
- intra operatively
- automatic segmentation
- computer assisted
- medical images
- patient specific
- ct scans
- contrast agent
- ct images
- image guided
- magnetic resonance
- clinical applications
- medical imaging
- imaging modalities
- image reconstruction
- nonrigid registration
- minimally invasive
- deformation field
- mri data
- contrast enhancement
- statistical shape model
- prior information
- carotid artery
- computer tomography
- risk management
- image modalities
- left atrium
- data mining
- accurate registration
- risk assessment
- clinical data
- segmentation algorithm
- mutual information
- machine learning