• Proceedings of the Korean Society of Computer Information Conference
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• 2022.07a
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• pp.451-452
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• 2022

본 논문에서는 딥러닝 영상인식 기술을 활용한 객체검출 모델인 YOLOv4를 활용하여 탈모 자가 진단 앱을 제안한다. 본 논문에서 제안하는 앱은 실시간 영상처리기술인 YOLOv4를 사용하여 탈모 유무와 탈모 유형에 대해 학습을 하고, 앱에서 사용자가 자신의 이마 라인을 촬영하여 사진이 서버에 전송이 되고 서버에서 학습된 모델을 이용하여 검출된 탈모 유무 판단과 탈모 단계 판단의 결과값을 다시 앱으로 전송한다. 탈모에 대한 정확한 진단을 통하여 치료 방법과 치료 시기 결정에 대하여 도움을 줄 것으로 기대된다.

• Journal of Convergence for Information Technology
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• v.12 no.5
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• pp.298-304
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• 2022

In this study, it is intended to provide basic research data on hair loss and problematic scalp that is expanding to lower age groups and women. When using Company B's hair ampoule containing L-Menthol, Salicylic acid, and Dexpanthenol daily for women in their 20s with problematic scalp, the effect on the scalp and hair after 4 weeks was investigated. As a result of this study, when using Company B's ampoule containing L-Menthol, Salicylic acid, and Dexpanthenol, the subjects showed improvement effects such as relieving inflammation, reducing scalp fever and erythema, reducing itching and hair loss, and increasing hair thickness. In addition, it was confirmed that the scalp self-diagnosis of the subjects showed improvement effects on scalp satisfaction, scalp vitality and elasticity, heat generation, scalp pulling after cleaning, and itching. Through these research results, it is believed that products containing L-Menthol, Salicylic acid, and Dexpanthenol will help improve problematic scalp and hair.