Improved diagnosis of tibiofemoral cartilage defects on MRI images using deep learning

• Main Authors: Gergo Merkely, M.D (Author), Alireza Borjali, Ph.D (Author), Molly Zgoda (Author), Evan M. Farina, M.D (Author), Simon Görtz, M.D (Author), Orhun Muratoglu, Ph.D (Author), Christian Lattermann, M.D (Author), Kartik M. Varadarajan, Ph.D (Author)
• Format: Book
• Published: Elsevier, 2021-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction: MRI is the modality of choice for cartilage imaging, however, its diagnostic performance is variable. Objectives: We aimed to evaluate whether deep learning can be utilized to accurately identify cartilage defects when applied to the interpretation of knee MRI images and compare deep l...