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A smart LED therapy device with an automatic facial acne vulgaris diagnosis based on deep learning and internet of things application

  • Published:2021-09 Issue: Volume:136 Page:104610
  • ISSN:0010-4825
  • Container-title:Computers in Biology and Medicine
  • language:en
  • Short-container-title:Computers in Biology and Medicine

Author:

Phan Duc Tri,Ta Quoc Bao,Huynh Thanh Canh,Vo Tan Hung,Nguyen Cong Hoan,Park Sumin,Choi Jaeyeop,Oh Junghwan

Funder

Pukyong National University

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference51 articles.

1. Low-level laser (light) therapy (LLLT) in skin: stimulating, healing, restoring;Avci,2013

2. Phototherapy: current methods and future directions;Vreman,2004

3. Phototherapy and acne vulgaris;Cunliffe;Br. J. Dermatol.,2000

4. Combination blue (415 nm) and red (633 nm) LED phototherapy in the treatment of mild to severe acne vulgaris;Goldberg;J. Cosmet. Laser Ther.,2006

5. Combination 830-nm and 633-nm light-emitting diode phototherapy shows promise in the treatment of recalcitrant psoriasis: preliminary findings;Ablon;Photomed. Laser Surg.,2010

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