Real-time, in vivo skin cancer triage by laser-induced plasma spectroscopy combined with a deep learning-based diagnostic algorithm.

Pyun, Sung Hyun; Min, Wanki; Goo, Boncheol; Seit, Samuel; Azzi, Anthony; Yu-Shun Wong, David; Munavalli, Girish S; Huh, Chang-Hun; Won, Chong-Hyun; Ko, Minsam

Real-time, in vivo skin cancer triage by laser-induced plasma spectroscopy combined with a deep learning-based diagnostic algorithm.

Pyun, Sung Hyun; Min, Wanki; Goo, Boncheol; Seit, Samuel; Azzi, Anthony; Yu-Shun Wong, David; Munavalli, Girish S; Huh, Chang-Hun; Won, Chong-Hyun; Ko, Minsam.

Afiliação

Pyun SH; R&D Center, Speclipse, Inc, Sunnyvale, California. Electronic address: ceo@speclipse.com.
Min W; R&D Center, Speclipse, Inc, Sunnyvale, California.
Goo B; R&D Center, Speclipse, Inc, Sunnyvale, California.
Seit S; The Skin Cancer & Cosmetic Clinic, Neutral Bay, New South Wales, Australia.
Azzi A; Newcastle Skin Check, Charlestown, New South Wales, Australia.
Yu-Shun Wong D; Eastern Suburbs Dermatology, Bondi Junction, New South Wales, Australia.
Munavalli GS; Dermatology, Laser & Vein Specialists of the Carolinas, Charlotte, North Carolina.
Huh CH; Department of Dermatology, Seoul National University Bundang Hospital, Seongnam-si, Gyeonggi-do, South Korea.
Won CH; Department of Dermatology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
Ko M; Department of Human-Computer Interaction, Hanyang University, Seoul, South Korea.

J Am Acad Dermatol ; 89(1): 99-105, 2023 Jul.

Article em En | MEDLINE | ID: mdl-35752277

Assuntos

Carcinoma Basocelular; Aprendizado Profundo; Neoplasias Cutâneas; Humanos; Triagem; Neoplasias Cutâneas/diagnóstico; Neoplasias Cutâneas/patologia; Carcinoma Basocelular/diagnóstico; Carcinoma Basocelular/patologia; Sensibilidade e Especificidade; Análise Espectral; Algoritmos

Palavras-chave

basal cell carcinoma; deep neural network (DNN); laser-induced plasma spectroscopy (LIPS); melanoma; skin cancer diagnosis; squamous cell carcinoma

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Cutâneas / Carcinoma Basocelular / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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