• 한국멀티미디어학회논문지
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• 제25권8호
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• pp.1212-1223
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• 2022

Skin lesions are common diseases that range from skin rashes to skin cancer, which can lead to death. Note that early diagnosis of skin diseases can be important because early diagnosis of skin diseases considerably can reduce the course of treatment and the harmful effect of the disease. Recently, the development of computer-aided diagnosis (CAD) systems based on artificial intelligence has been actively made for the early diagnosis of skin diseases. In a typical CAD system, the accurate classification of skin lesion types is of great importance for improving the diagnosis performance. Motivated by this, we propose a novel deep ensemble classification with multi-scale attention networks. The proposed deep ensemble networks are jointly trained using a single loss function in an end-to-end manner. In addition, the proposed deep ensemble network is equipped with a multi-scale attention mechanism and segmentation information of the original skin input image, which improves the classification performance. To demonstrate our method, the publicly available human skin disease dataset (HAM 10000) and the private animal skin lesion dataset were used for the evaluation. Experiment results showed that the proposed methods can achieve 97.8% and 81% accuracy on each HAM10000 and animal skin lesion dataset. This research work would be useful for developing a more reliable CAD system which helps doctors early diagnose skin diseases.

• 스마트미디어저널
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• 제10권4호
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• pp.45-54
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• 2021

피부는 외부 오염으로부터 일차적으로 몸을 보호하는 역할을 한다. 피부병이 발생하게 되면 피부의 보호 기능이 저하되므로 신속한 진단과 처치가 필요하다. 최근 인공지능의 발달로 인해 여러 분야에 기술적용을 위한 연구가 이루어지고 있으며, 피부과에서도 인공지능을 활용해 오진율을 줄여 신속한 치료를 받을 수 있는 환경을 만들기 위한 연구가 진행되고 있다. 종래 연구들의 주된 흐름은 발생 빈도가 낮은 피부질환의 진단이었지만, 본 논문에서는 사람들에게 흔히 발생할 수 있고, 개인이 명확히 판별하기 힘든 티눈과 사마귀를 합성곱 신경망을 통해 분류하는 방법을 제안한다. 사용한 데이터셋은 3개의 클래스로 이루어져 있으며, 총 2,515장의 이미지를 가지고 있다, 학습 데이터 부족과 클래스 불균형 문제가 존재한다. 모델의 학습에는 deep metric 손실 함수와 교차 손실 함수를 이용해 각각 성능을 분석하였으며, 정밀도, 재현율, F1 점수, 정확도의 측면에서 비교한 결과 deep metric 손실 함수에서 더 우수한 성능을 보였다.

• 대한한의학회지
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• 제30권1호
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• pp.83-94
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• 2009

Background and Objectives: The skin barrier protects skin against a harmful environment. Its function includes an antimicrobial barrier as well as a physical barrier. Stress is harmful to the skin barrier and there are many studies on this, but there are few about the effect of stress during pregnancy on the skin barrier of offspring. The aim of this study was to investigate the effect of stress during pregnancy on the skin barrier of offspring by examination with the naked eye, cortisol, weight, TEWL and histologic tests. Materials and Methods: Male hairless mice ten weeks old were coupled with females for three days. After twelve days the females were divided into two groups. We stressed one group and not the other group. The offspring from the non-stressed (N group) and stressed (S group) grew up until four weeks. The S group was exposed to chronic mild stress using the chronic stress model protocol modified method of Wilner and Towell for a week. We made examinations with the naked eye, assessment of cortisol, weight, TEWL, and histologic test to contrast the S group with the N group. Statistical analysis was performed by using Mann-Whitney and Friedman test. Statistical significance was achieved if the probability was less than 5% (p<0.05). Results: 1. By making an examination with the naked eye, S group showed papules, creases and dryness on their skin, but N showed no change compared with normal skin. 2. There was no statistically significant difference between S group and N group in cortisol (p>0.05). 3. There was no statistically significant difference between S group and N group in weight. N group had less weight than S group (p<0.05). 4. There was no statistically significant difference between S group and N group in TEWL (p>0.05). 5. There was no statistically significant difference between S group and N group in TEWL recovery (p>0.05). 6. In TEWL and TEWL recovery, there was statistically significant difference by time between S group and N group (p<0.005). Histologically, S group showed a thicker epidermis and epidermal crest than N group. Conclusions: We found that stress during pregnancy has negative effects on the skin barrier of offspring. Though there were no statistically significant differences between S group and N group in TEWL recovery, we found evidence that the recovery of skin barrier function is interrupted by stress during pregnancy by examination with both the naked eye and histology.

• 대한화장품학회지
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• 제47권1호
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• pp.49-56
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• 2021

본 연구에서는 ceramide, 당지질, cholesterol, 지방산을 이용하여 피부 지질 조성과 유사한 조성비를 갖는 액정 에멀젼을 제조하고 편광 현미경을 통해 제형 내 액정 입자를 확인하고, cryso-SEM을 이용하여 다층구조가 형성되었음을 확인하였다. 상기 제조된 샘플은 1 개월간 상온에 보관하여 액정구조가 지속적으로 유지되는 것을 현미경 관찰을 통해 확인하였다. 또한, 이렇게 제조된 액정 에멀젼을 포함하는 크림 조성물을 제조하고, 3 차원 인공피부를 활용한 ceramide 피부 투과 효율을 확인하였다. 해당 크림 조성물을 활용하여 임상시험을 진행하고 일반 에멀젼 대비 피험자의 피부 수분 보유량(skin hydration), 경피 수분 손실량(TEWL)을 측정함으로써 피부 장벽 개선에 대한 임상 실험 결과를 확인하였다.

• 한국임상수의학회지
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• 제25권5호
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• pp.330-339
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• 2008

세라마이드, 콜레스테롤, 자유지방산은 각질세포간 주요 지질로써 피부장벽의 생성과 유지에 있어 중요한 역할을 담당한다. 그러나, 개에서 각질세포간 지질에 대한 역할은 거의 알려져 있지 않다. 본 연구는 개에서 1.25% sodium lauryl sulphate (SLS)에 의한 피부 장벽손상 유발후 2% 세라마이드, 2%콜레스테롤, 2% 리놀레익산과 이들 세가지 지질의 혼합제 (혼합제)의 장벽손상 복구를 평가하고자 실시하였다. 피부장벽기능은 표피경유수분소실(TEWL), 피부 수화도, 피부 산도, 피부 두께 측정을 통하여 평가하였고 최종적으로 조직학적 분석과 투과 전자 현미경 (TEM)을 통하여 피부 장벽구조를 평가하였다. SLS는 개의 피부에 효과적으로 피부장벽 손상을 유발하였다. 표피경유수분소실은 세라마이드와 혼합제 적용부위에서 계면활성제 및 대조군과 비교하여 유의적인 감소를 나타내었다 (p<0.05, p<0.01). 표피경유수분소실은 12일째에 모든 지질 적용군에서 유의적으로 감소하였으나 특히 세라마이드와 혼합제에서 콜레스테롤과 리놀레익산보다 유의적으로 감소하였다 (p<0.01). 실험 기간 동안, 피부 수화도는 세라마이드와 혼합제에서 유의적 증가를 보였다 (p<0.01). 조직학적 분석에서도 각각의 지질들은 피부손상을 회복시켰다. 특히 세라마이드와 혼합제의 효과가 탁월하였고 각질층의 두께도 대조군에 비해 유의적으로 증가되었다. 피부 산도는 세라마이드, 리놀레익산, 혼합제에서 유의적으로 감소하였다 (p<0.05). 따라서 세라마이드와 혼합제의 국소적용은 계면활성제에 의한 피부 장벽 손상에 효과가 탁월함을 확인하였으며 아토피와 같은 염증성 피부염과 외부 자극에 의한 피부 장벽 손상시에도 세라마이드 또는 혼합제의 병용이 효과적일 것으로 사료된다.

• Child Health Nursing Research
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• 제5권3호
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• pp.241-249
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• 1999

Diaper dermatitis, or commonly called 'diaper rash', is among the most prevalent cutaneous disorders of infancy and early childhood and important issue in nursing. The term itself is not diagnostic since it encompasses a variety of acute inflammatory reactions which are best regarded as a family of disorders arising from a combination of factors specifically attributable to the use of diapers Intensive study of the rash Process has shown that skin wetness and fecal enzyme activity are damaging to skin and lead to the development of diaper rash. This suggests that it is important to keep urine away from babies' skin, so that the skin remains as dry as Possible and maintains its barrier function abilities. Controlling the urine will also minimize the mixing of urine and feces within the diaper. which helps prevent the increased activity of enzymes that attack the skin and cause irritation. Therefore, a diaper that keeps the skin drier and limits the mixing of urine and feces will help Prevent the conditions that lead to diaper rash. Since their introduction about 35 years ago, disposable baby diapers have undergone many design and performance changes. In Particular. the Performance of diapers was advanced by the introduction of absorbent gel materials (AGMs) to Provide advantages in skin care. dryness, and leakage Protection Especially, important was the introduction of AGM which increased the absorbent capacity of the diaper several fold and Yielded marked reductions in the degree of skin hydration occurring under the diaper Studies show not only drier skin but more stable skin pH and less dermatitis with AGM diapers than with home-laundered cloth diapers or single-use diapers without AGM Minimizing diaper area skin wetness is important for managing and Preventing diaper rash. To minimize wetness, parents should use super absorbent diapers.

• Journal of the Korean Statistical Society
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• 제25권1호
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• pp.133-144
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• 1996

We, in this paper, propose a nonparametric estimator of bivariate mean residual life function based on Lin and Ying's (1993) bivariate survival function estimator of paired failure times under univariate censoring and prove the uniform consistency and the weak convergence result of this estimator. Through Monte Carlo simulation, the performances of the proposed estimator are tabulated and are illustrated with the skin grafts data.

• Journal of Pharmaceutical Investigation
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• 제24권3호spc1호
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• pp.41-47
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• 1994

The effect of Azone and ethanol on the electrical properties of human and hairless mouse skin was studied and the results were compared. The complex electrical impedance was measured as a function of frequency, and resistance and capacitance were determined from Nyquist plot. After the treatment of human-heat separated epidermis with Azone, contrary to the expectation, resistance increased about 60% and it did not change with time. Capacitance also increased; immediately after the treatment, it was about 110% of pretreatment value and it increased further with time. On the other hand, when hairless mouse skin was treated with Azone, marked changes occured; resistance fell almost to the value of bathing medium itself and capacitance increased to about 200% of its pretreatment value. Similar result were obtained when hairless mouse skin was treated with 100% ethanol. The results suggest that there are differences in the strength of barrier properties of stratum corneum (SC) between human and hairless mouse skin. Overall, the results provide further mechanistic insight into ion conduction through the skin and into the role of SC lipids in skin capacitance.

• 대한화장품학회지
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• 제47권3호
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• pp.185-191
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• 2021

환경오염은 인간의 건강, 삶의 질 또는 생태계의 자연적 기능을 방해하는 물질로 지구 환경을 오염시키는 것으로 정의된다. 환경 스트레스 요인에 장기간 반복적으로 노출되면 피부의 정상적인 방어 잠재력을 초과할 때마다 피부 장벽 기능에 장애가 생겨 다양한 피부 질환이 발병하게 된다. 피부에 영향을 미치는 주요 대기오염물질은 다환 방향족 탄화수소, 휘발성 유기화합물, 질소산화물, 미세먼지, 담배 연기, 중금속, 비소 등이다. 이들 물질의 피부 흡수는 피부 표면의 대기오염물질의 침적, 표피 지질 구성, 표피를 통한 혈관 확산에 의해 이루어진다.

• 한국생활과학회지
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• 제22권1호
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• pp.141-155
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• 2013

The purpose of this study is to identify consumers' needs and purchase intention of high-functional sportswear according to sports participation motivations. Internet survey was done for data collection and the subjects were 300 consumers in their 20-39's who participated in sport activities at least once a week. Factors of sport participation motivations were ostentation, social interaction, self development, mental health, and physical health. Consumers were segmented into the motivation retard group, the multi-purpose pursuit group, the health pursuit group, and the extrinsic motivation pursuit group. And factors of consumers' needs for high-functional sportswear were practicality and comfort function, body protection and physical function, and skin protection and health function. The multi-purpose pursuit group showed strong needs for active and comfort, body protection and physical function, and skin protection and health function but the motivation retard group showed the lowest needs for high functional sportswear. Purchase experiences of high-functional sportswear, accomplishment, and duration period of sport activity affected positively on the purchase intention of high-functional sportswear.