Identification of tophi in ultrasound imaging based on transfer learning and clinical practice.

Lin, Tzu-Min; Lee, Hsiang-Yen; Chang, Ching-Kuei; Lin, Ke-Hung; Chang, Chi-Ching; Wu, Bing-Fei; Peng, Syu-Jyun

Lin, Tzu-Min; Lee, Hsiang-Yen; Chang, Ching-Kuei; Lin, Ke-Hung; Chang, Chi-Ching; Wu, Bing-Fei; Peng, Syu-Jyun.

Affiliation

Lin TM; Division of Allergy, Immunology and Rheumatology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Lee HY; Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
Chang CK; Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
Lin KH; Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
Chang CC; Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
Wu BF; Division of Allergy, Immunology and Rheumatology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Peng SJ; Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan.

Sci Rep ; 13(1): 12507, 2023 08 02.

Article in En | MEDLINE | ID: mdl-37532752

Subject(s)

Arthritis, Gouty; Gout; Humans; Reproducibility of Results; Gout/diagnostic imaging; Uric Acid/metabolism; Ultrasonography/methods; Tomography, X-Ray Computed/methods; Inflammation; Machine Learning

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Arthritis, Gouty / Gout Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Sci Rep Year: 2023 Type: Article Affiliation country: Taiwan

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