Preparing Medical Imaging Data for Machine Learning

• Published in: Radiology Vol. 295; no. 1; pp. 4 - 15
• Main Authors: Willemink, Martin J., Koszek, Wojciech A., Hardell, Cailin, Wu, Jie, Fleischmann, Dominik, Harvey, Hugh, Folio, Les R., Summers, Ronald M., Rubin, Daniel L., Lungren, Matthew P.
• Format: Journal Article
• Language: English
• Published: United States Radiological Society of North America 01.04.2020
• Subjects: Algorithms; Data Collection; Data Management; Diagnostic Imaging; Humans; Machine Learning; Reviews and

Artificial intelligence (AI) continues to garner substantial interest in medical imaging. The potential applications are vast and include the entirety of the medical imaging life cycle from image creation to diagnosis to outcome prediction. The chief obstacles to development and clinical implementat...