Application of Hyperspectral Imaging and Machine Learning for Differential Diagnosis of Hashimoto's Thyroiditis and Papillary Thyroid Carcinoma.

Journal: Journal of biophotonics
Published Date:

Abstract

BACKGROUND: Hashimoto's thyroiditis (HT) and papillary thyroid carcinoma (PTC) often share similar features, leading to frequent misdiagnoses. Hyperspectral imaging (HSI) offers detailed spatial and spectral insights, promising improved tumor detection.

Authors

  • Yue Xiaoqing
    College of Integrative Medicine, Nanjing University of Traditional Chinese Medicine, Nanjing, China.
  • Fan Danfeng
    College of Integrative Medicine, Nanjing University of Traditional Chinese Medicine, Nanjing, China.
  • Li Hongmin
    Department of Traditional Chinese Medicine, Yucheng People's Hospital, Dezhou, China.
  • Chen Zhengyuan
    College of Integrative Medicine, Nanjing University of Traditional Chinese Medicine, Nanjing, China.
  • Lv Haiyue
    Shandong University of Traditional Chinese Medicine, School of Acupuncture and Tuina, Jinan, China.
  • Hang Tianyi
    College of Integrative Medicine, Nanjing University of Traditional Chinese Medicine, Nanjing, China.
  • Wang Huanjun
    Department of Endocrinology and Metabology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Shandong Institute of Nephrology, Jinan, China.

Keywords

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