MRI-based Deep Learning Algorithm for Assisting Clinically Significant Prostate Cancer Detection: A Bicenter Prospective Study
Young Joon Lee, Young Sub Lee, Hyong Woo Moon, Moon Hyung Choi, Seung Eun Jung, Yong Hyun Park, Ji Youl Lee, Dong Hwan Kim, Sung Eun Rha, Sang Hoon Kim, Kyu Won Lee, Yeong Jin Choi, Young Sub Lee, Young Sub Lee, Woojoo Lee, Seungjae Lee, Robert Grimm, Heinrich von Busch, Dongyeob Han, Bin Lou, Ali Kamen
Abstract
A commercial MRI-based deep learning algorithm for prostate cancer detection showed greater positive predictive value, despite its lower sensitivity, potentially allowing it to assist radiologists in biopsy planning.
Topics & Concepts
MedicineProstate cancerPredictive valueProspective cohort studyDeep learningCancer detectionProstateBiopsyRadiologyAlgorithmMagnetic resonance imagingCancerArtificial intelligenceMachine learningPathologyInternal medicineComputer scienceProstate Cancer Diagnosis and TreatmentProstate Cancer Treatment and ResearchRadiomics and Machine Learning in Medical Imaging