Pouria Rouzrokh, Bardia Khosravi, Sanaz Vahdati, Mana Moassefi, Shahriar Faghani, Elham Mahmoudi, Hamid Chalian, Bradley J Erickson
PURPOSE OF REVIEW: In this study, we planned and carried out a scoping review of the literature to learn how machine learning (ML) has been investigated in cardiovascular imaging (CVI). RECENT FINDINGS: During our search, we found numerous studies that developed or utilized existing ML models for segmentation, classification, object detection, generation, and regression applications involving cardiovascular imaging data. We first quantitatively investigated the different aspects of study characteristics, data handling, model development, and performance evaluation in all studies that were included in our review...
2023: Current Radiology Reports