Deep learning-assisted multispectral imaging for early screening of skin diseases.

Journal: Photodiagnosis and photodynamic therapy
PMID: 39069204

Abstract

INTRODUCTION: Melanocytic nevi (MN), warts, seborrheic keratoses (SK), and psoriasis are four common types of skin surface lesions that typically require dermatoscopic examination for definitive diagnosis in clinical dermatology settings. This process is labor-intensive and resource-consuming. Traditional methods for diagnosing skin lesions rely heavily on the subjective judgment of dermatologists, leading to issues in diagnostic accuracy and prolonged detection times.

Authors

  • Zhengshuai Jiang
    School of Control Science and Engineering, Shandong University, Jinan City, Shandong Province, 250061, China.
  • Xiaming Gu
    School of Control Science and Engineering, Shandong University, Jinan City, Shandong Province, 250061, China.
  • Dongdong Chen
    School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China.
  • Min Zhang
    Department of Infectious Disease, The Second Xiangya Hospital of Central South University, Changsha, China.
  • Congcong Xu

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