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A Novel Fusion of Radiomics and Semantic Features: MRI-Based Machine Learning in Distinguishing Pituitary Cystic Adenomas from Rathke's Cleft Cysts.

Ceylan Altintas TaslicayElmire DervisogluOkan İnceIsmail MeseCengizhan TaslicayBüşra Yaprak BayrakBurak CabukIhsan AnikSavas CeylanYonca Anık
Published in: Journal of the Belgian Society of Radiology (2024)
Our study demonstrates the significant potential of machine learning for differentiating CPA from RCCs.
Keyphrases
  • machine learning
  • contrast enhanced
  • artificial intelligence
  • magnetic resonance imaging
  • big data
  • deep learning
  • computed tomography
  • magnetic resonance
  • squamous cell carcinoma
  • human health
  • risk assessment