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

In low-level laser therapy, providing an optimal dosage and proposing a proper diagnosis before dermatological treatment are essential to reduce the side effects and potential dangers. In this article, a smart LED therapy system for automatic facial acne vulgaris diagnosis based on deep learning and...

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Veröffentlicht in:	Computers in biology and medicine 2021-09, Vol.136, p.104610-104610, Article 104610
Hauptverfasser:	Phan, Duc Tri, Ta, Quoc Bao, Huynh, Thanh Canh, Vo, Tan Hung, Nguyen, Cong Hoan, Park, Sumin, Choi, Jaeyeop, Oh, Junghwan
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Acne Algorithms Automation Datasets Deep learning Dermatology Diagnosis Facial acne vulgaris diagnosis Internet Internet of medical things Internet of Things LED therapy Control LED therapy Device Light emitting diodes Light therapy Medical diagnosis Patient satisfaction Photography Sensors Side effects Smartphones Support vector machines
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