Radiomics and Deep Learning for Disease Detection in Musculoskeletal Radiology: An Overview of Novel MRI- and CT-Based Approaches

From the ∗Department of Radiology, Balgrist University Hospital, Zurich, Switzerland

†Faculty of Medicine, University of Zurich, Zurich, Switzerland

‡University of Maryland Medical Intelligent Imaging (UM2ii) Center, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore

§New York University Grossman School of Medicine.

Received for publication June 15, 2022; and accepted for publication, after revision, June 30, 2022.

Conflicts of interest and sources of funding: Jan Fritz received institutional research support from Siemens AG, GE Healthcare, BTG International, Zimmer Biomed, DePuy Synthes, QED, and SyntheticMR; is a scientific advisor for Siemens AG, SyntheticMR, GE Healthcare, QED, BTG, ImageBiopsy Lab, Boston Scientific, Mirata Pharma, and Guerbet; and has shared patents with Siemens Healthcare, Johns Hopkins University, and New York University. The other authors have nothing to disclose.

Correspondence to: Benjamin Fritz, MD, Department of Radiology, Balgrist University Hospital, Forchstrasse 340, CH-8008, Zurich, Switzerland. E-mail: [email protected].

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