Skin cancer detection using effective optical parameters and the classification and regression tree algorithm: A novel framework

Authors

  • Thanh Truc Nguyen, Thi-Thu-Hien Pham
  • Thanh Truc Nguyen, Thi-Thu-Hien Pham*
  • Duc Minh Nguyen Huu
  • Thanh-Hai Le
  • Quoc-Hung Phan

Keywords:

classification and regression tree algorithm, human skin cancer, Stokes-Mueller matrix formalism

Abstract

Early detection of skin cancer matters because diagnosis, prognosis and treatment plan differ for each skin cancer type at their stages. Medical imaging taking the advantages of the non-invasive and non-ionizing polarized light is emerging as a tool for the development of screening and diagnotic tests...

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Author Biographies

  • Thanh Truc Nguyen, Thi-Thu-Hien Pham

    School of Biomedical Engineering, International University, Vietnam National University Ho Chi Minh City, Quarter 6, Linh Trung Ward, Thu Duc City, Ho Chi Minh City, Vietnam

  • Thanh Truc Nguyen, Thi-Thu-Hien Pham*

     Vietnam National University Ho Chi Minh City, Quarter 6, Linh Trung Ward, Thu Duc City, Ho Chi Minh City, Vietnam

  • Duc Minh Nguyen Huu

    Faculty of Traditional Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, 217 Hong Bang, Ward 11, District 5, Ho Chi Minh City, Vietnam

  • Thanh-Hai Le

    Department of Information Technology Specialization, FPT University, Lot E2a-7, Road D1 Hi-Tech Park, Long Thanh My Ward, District 9, Ho Chi Minh City, Vietnam

  • Quoc-Hung Phan

    Mechanical Engineering Department, National United University, 2, Lienda, Miaoli, Taiwan

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Published

2023-03-20

Issue

No. 1C (2023): MARCH 2023 . VOLUME 65 NUMBER1

Section

LIFE SCIENCES