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Radiology services encountering the coronavirus disease-19 pandemic will need to modify their daily operational practices. • Leadership, patient risk stratification, adequate manpower, operational workflow clarity, and workplace/social responsibility will help Radiology services safely and sustainably deal with the current disease outbreak.OBJECTIVES To develop and evaluate the performance of a deep learning-based system for automatic patellar height measurements using knee radiographs. METHODS The deep learning-based algorithm was dev