Artificial Intelligence in Renal Mass Characterization: A Systematic Review of Methodologic Items Related to Modeling, Performance Evaluation, Clinical Utility, and Transparency
Burak Koçak, Ozlem Korkmaz Kaya, Çağrı Erdim, Ece Ateş Kuş, Özgür Kılıçkesmez
Abstract
To bring AI-based renal mass characterization from research to practice, future studies need to improve modeling and performance evaluation strategies and pay attention to clinical utility and transparency issues.
Topics & Concepts
MedicineTransparency (behavior)Renal massMedical physicsInternal medicineKidneyComputer scienceNephrectomyComputer securityArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical ImagingRenal cell carcinoma treatment