Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome.

ABSTRACT: Carpal tunnel syndrome (CTS) is a common peripheral nerve disease in adults; it can cause pain, numbness, and even muscle atrophy and will adversely affect patients' daily life and work. There are no standard diagnostic criteria that go against the early diagnosis and treatment of patients. MRI as a novel imaging technique can show the patient's condition more objectively, and several characteristics of carpal tunnel syndrome have been found. However, various image sequences, heavy artifacts, small lesion characteristics, high volume of imagine reading, and high difficulty in MRI interpretation limit its application in clinical practice. With the development of automatic image segmentation technology, the algorithm has great potential in medical imaging. The challenge is that the segmentat

SUBMITTER: Zhou H 

PROVIDER: S-EPMC9712834 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature