Radiomics analysis of contrast-enhanced CT for classification of hepatic focal lesions in colorectal cancer patients: its limitations compared to radiologists.
Heejin BaeHansang LeeSungwon KimKyunghwa HanHyungjin RheeDong-Kyu KimHyuk KwonHelen HongJoon Seok LimPublished in: European radiology (2021)
• Albeit inferior to the radiologists, the radiomics model could differentiate cyst, hemangioma, and metastasis with substantial diagnostic performance using portal-phase CT images of colorectal cancer patients. • The radiomics model demonstrated limitations especially in classifying hemangiomas and subcentimeter liver lesions.
Keyphrases
- contrast enhanced
- diffusion weighted
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- diffusion weighted imaging
- deep learning
- dual energy
- artificial intelligence
- end stage renal disease
- newly diagnosed
- ejection fraction
- prognostic factors
- lymph node metastasis
- optical coherence tomography
- image quality