• Title/Summary/Keyword: skin health

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A Study on Intelligent Skin Image Identification From Social media big data

  • Kim, Hyung-Hoon;Cho, Jeong-Ran
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.9
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    • pp.191-203
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    • 2022
  • In this paper, we developed a system that intelligently identifies skin image data from big data collected from social media Instagram and extracts standardized skin sample data for skin condition diagnosis and management. The system proposed in this paper consists of big data collection and analysis stage, skin image analysis stage, training data preparation stage, artificial neural network training stage, and skin image identification stage. In the big data collection and analysis stage, big data is collected from Instagram and image information for skin condition diagnosis and management is stored as an analysis result. In the skin image analysis stage, the evaluation and analysis results of the skin image are obtained using a traditional image processing technique. In the training data preparation stage, the training data were prepared by extracting the skin sample data from the skin image analysis result. And in the artificial neural network training stage, an artificial neural network AnnSampleSkin that intelligently predicts the skin image type using this training data was built up, and the model was completed through training. In the skin image identification step, skin samples are extracted from images collected from social media, and the image type prediction results of the trained artificial neural network AnnSampleSkin are integrated to intelligently identify the final skin image type. The skin image identification method proposed in this paper shows explain high skin image identification accuracy of about 92% or more, and can provide standardized skin sample image big data. The extracted skin sample set is expected to be used as standardized skin image data that is very efficient and useful for diagnosing and managing skin conditions.

Effects of Sending Text Message and Searching Navigation on Skin Conductance Level and Deviation of Vehicle Speed during Driving (문자 메시지 전송 및 내비게이션 명칭 검색이 운전 중 피부전도수준과 속도편차에 미치는 영향)

  • Yang, Jae-Woong;Lee, Su-Jeong;Kim, Ji-Hye;Choi, Mi-Hyun;Choi, Jin-Seung;Kim, Han-Su;Ji, Doo-Hwan;Tack, Gye-Rae;Chung, Soon-Cheol;Min, Byung-Chan
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.34 no.1
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    • pp.9-13
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    • 2011
  • The purpose of this study was to investigate the effects of the secondary tasks such as sending text message (STM) and searching navigation (SN) on skin conductance level (SCL) and deviation of vehicle speed during driving. The participants included 30 healthy adults; 14 males aged $25.2{\pm}0.9$ with $1.9{\pm}1.8$ years of driving experiences and 16 females aged $22.6{\pm}1.9$ with $1.2{\pm}0.8$ years of driving experiences. All subjects were instructed to keep a constant speed (80km/h or 100km/h). SCL and deviation of vehicle speed were measured during driving only and driving with secondary tasks. SCL and deviation of vehicle speed were more increased during the driving with secondary tasks than driving only. Secondary tasks increased an activation of sympathetic nerve system and decreased driving performance. However, there were no significant differences in the SCL and deviation of vehicle speed according to gender and speed.

Effects of Secondary Tasks on Relative Change of Skin Conductance Level and Ability to Maintain Following Distance and Vehicle Velocity during Driving of Experienced Taxi Drivers (운전 중 동시과제 수행이 택시운전자의 차간거리 및 속도유지 능력과 피부전도도 변화율에 미치는 영향)

  • Yeon, Hong-Won;Yoon, Hee-Jeong;Kim, Han-Su;Kim, Ji-Hye;Choi, Mi-Hyun;Choi, Jin-Seung;Ji, Doo-Hwan;Tack, Gye-Rae;Min, Byung-Chan;Chung, Soon-Cheol
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.35 no.2
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    • pp.9-15
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    • 2012
  • The purpose of this study was to investigate the effects of the secondary tasks such as sending text message (STM) and searching navigation (SN) on skin conductance level (SCL) and driving performance of relatively aged and high-experienced drivers. The subjects included 26 taxi drivers; 12 males aged $56.3{\pm}4.4$ with $28.4{\pm}6.4$ years of driving experiences and 14 females aged $55.5{\pm}3.5$ with $19.4{\pm}5.0$ years of driving experiences. All subjects were instructed to keep a constant following distance (30m) from the car ahead and a given vehicle speed (80km/h or 100km/h) in a driving simulator. The relative change of SCL, vehicle velocity deviations, and average following distances were measured during driving only and driving with secondary tasks. The relative change of SCL, average following distance, and vehicle velocity deviation were more increased during the driving with secondary tasks than driving only. The relative change of SCL, vehicle velocity deviation, and average following distance were more affected by driving with 100km/hr than 80km/hr of a given vehicle speed. Secondary tasks increased a work load of drivers in term of SCL change, and decreased driving performance in terms of the vehicle velocity deviation and average following distance.

Allergic to Pool Water

  • Stenveld, Harma
    • Safety and Health at Work
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    • v.3 no.2
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    • pp.101-103
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    • 2012
  • To identify the allergy problem of a 36-year old swimming instructor, who experiences heavy itching and rashes whenever she comes in contact with pool water. Patch tests were performed with European standard series and materials from the work floor. A positive patch test to aluminum chloride and flocculant was observed. Occupational dermatitis is, based on a contact allergy to aluminum chloride in the flocculant.

A study on the health status of physical therapy college mans (물리치료과 학생의 건강 상태에 대한 연구)

  • YOUN Hee-Jong;LEE In-Hak
    • The Journal of Korean Physical Therapy
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    • v.3 no.1
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    • pp.59-73
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    • 1991
  • The purpose of this study was to phychosomatic health status of physical therapy college mans. 130college mans analysis sex, habitation, religion, blood type, drinking, somoking by the todai health index questionaire. THI was modified front cornell medical index. Physical therapy college man showed complain score (E) Nervousness. (J) Mental irritability. (H) Impulsiveness. (F) Aggressiveness. (G) Irregular life (I), (L) Multiple subjective symtom(I), Live scale(L), (K) Depression. (C) Digestive, (A), (B) Respiratory(A), Eye and Skin(B). (D) Mouth and Anus.

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Combined Treatment Effect of High Frequency Therapy with Sharp-Toothed Eel Extract on Men's Skin (고주파요법과 갯장어 추출물 병행처리가 남성피부에 미치는 영향)

  • No, Hyun-Ju;Kim, Yoon-Soo;Nam, Hyung-Gun;Shin, Hyun-Jae;Ryu, Eun-Mi;Na, Myung-Soon;Ahn, Byeong-Kwon;Choi, Du-Bok;Cha, Wol-Suk
    • KSBB Journal
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    • v.26 no.3
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    • pp.260-265
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    • 2011
  • This study aimed to examine the treatment effect of Muraenesox cinereus extract product combined with high frequency on men's damaged skin. The subjects were treated by a product containing M. cinereus extract combined with high frequency therapy for six weeks and tested in skin condition. First, for moisture level change, there was no significant difference between the control group treated only by high frequency therapy and the experimental group treated by a M. cinereus extract product combined with high frequency therapy. But the subjects who increased consistently in moisture level in the cheek and chin were more common in the experimental group. Second, for an oil level, prominently high increase was found in both the control group and the experimental group. Finally, for a rough level, while there was little difference in the control group between immediately after peeling and after six weeks, high improvement effect on a curve was found in the experimental group. Based on this result, cosmetics using M. cinereus extract may have a positive effect on men's skin which is exposed to several stress factors. Accordingly, this result will contribute to developing men's functional cosmetics.

Effect of Skin Burn on the Activities of Free Radical Generating and Scavenging Enzymes in Rat Liver (피부화상이 간의 유해산소 생성계 및 해독계 효소 활성에 미치는 영향)

  • Park, Rae-Jun;Kim, Han-Soo;Bae, Ju-Han;Lee, Hyun-Kee;Choi, Jae-Won;Lee, Dong-Ho
    • The Journal of Korean Physical Therapy
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    • v.14 no.1
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    • pp.63-73
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    • 2002
  • In order to investigate a pathogenesis of liver damage induced by skin burn, thermal injury was induced by scald burn on entirely dorsal surface in rats (total body surface area 30%) except for inhalated injury. At 5 and 24 h after scald burn, biochemical assay in skin tissue, serum and liver tissue were examined. The effects of burn injury on the levels of glutathione, lipid peroxide and on the activities of oxygen of histologic and ultrasound changes, measuring. the protein concentration in plasma, and counting the number of intravascular polymorphonuclear leukocytes. Post burn 24 h, the content of glutathione was decreased (47.50%), whereas that of lipid peroxide was increased (37.01%), and the activity of superoxide dismutase was diminished (p<0.001). Thus decreasing the capacity of oxygen free radical scavenging enzymes led to oxidative injury in skin tissue. In liver tissue, at 24 h after scald burn, both the content of glutathione and the activity of catalase were markedly decreased (p<0.01, p<0.05), thus the imbalance between free radical generating and scavenging capacities has been induced.

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Electrodiagnostic study of Sympathetic Skin Response on Normal Korean Subjects

  • Kim, Dae-Sik;Yoo, Jong-Kyun;Kim, Byung-Weon
    • Proceedings of the KAIS Fall Conference
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    • 2009.12a
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    • pp.501-504
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    • 2009
  • Sympathetic skin response (SSR) is defined as a minute change of skin potential after electrical stimulation. This test measures the change in voltage that originates from the surface of the skin and is attributed to sudomotor activity. The aim of this study was to define the criteria for validation of the responses. 40 normal subjects (20-73 years of age) with non-sympathetic dysfunction were tested and SSR was generated form all subjects. SSR latency was 1331.22${\pm}$177.51ms in the right palm, 1331.74${\pm}$156.42ms in the left palm, 1851.79${\pm}$220.99ms in the right sole, and 1874.10${\pm}$215.01ms in the left sole. And SSR amplitude was 595.83${\pm}$221.16${\mu}$V in the right palm, 605.33${\pm}$226.45${\mu}$V in the left palm, 291.76${\pm}$133.36${\mu}$V in the right sole, and 288.77${\pm}$129.70${\mu}$ V in the left sole. SSR latency and amplitude had no significantly difference between the right and the left side. SSR latency was consistently shorter (p<0.001) and SSR amplitude higher (p<0.001) in feet than in hands. SSR waveforms were P-type (32 subjects, 75%) and N-type (8 subjects, 25%), respectively. The SSR latency and amplitude in palms/soles were closely correlated with age (p<0.05) and height (p<0.05). The SSR test is one of methods assessing impairment of sympathetic fibers in peripheral neuropathy as well as a disorder of sympathetic system in other diseases and so our results from normal healthy subjects can be used as clinical criteria for SSR test.

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An Experiment on Scattered-ray Content Ratio and Skin Dose according to the Exposure Condition for Chest Radiography (흉부 X선촬영조건의 변화에 따른 산란선 함유율과 피부선량에 관한 연구)

  • Park, Young-Sun;Ahn, Bong-Seon
    • Journal of radiological science and technology
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    • v.15 no.2
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    • pp.3-9
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    • 1992
  • In an experiment using chest radiography, the authors measured the scattered ray content ratio and exposed skin dose giving varieties to the object thickness, tube voltage, additional filters and gird. The result was as follows, In the 80 kV the required mAs for the density 1.8 was $10{\sim}20$ times as much as in the 140 kV, and when 10 : 1 grid was used the required mAs was $3{\sim}5$ times as much as when grid was not used. Under the same tube voltage the scattered ray content ratios were increased as the additional filter thickness became thicker. And when 10 : 1 grid was used the ratio could be decreased $2{\sim}5$ times as much as when grid was not used. Skin doses exposed to the patients were increasing as the thickness of the object became thicker, and were decreasing as filters became thicker while showing slow the decreasing effects above the 1/8 VL. And when the grid was used skin doses were increased $2{\sim}4$ times as much as when not used. In order to improve the image qualities while reducing the exposures in the chest radiography, the authors suggest followings. The additional filters up to the 1/2 VL will be suitable according to the thickness of the objects in the 80kv, while the 10 : 1 grid and additional filter of 1/8 VL will be suitable in the 140 kV.

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A wireless impedance analyzer for automated tomographic mapping of a nanoengineered sensing skin

  • Pyo, Sukhoon;Loh, Kenneth J.;Hou, Tsung-Chin;Jarva, Erik;Lynch, Jerome P.
    • Smart Structures and Systems
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    • v.8 no.1
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    • pp.139-155
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    • 2011
  • Polymeric thin-film assemblies whose bulk electrical conductivity and mechanical performance have been enhanced by single-walled carbon nanotubes are proposed for measuring strain and corrosion activity in metallic structural systems. Similar to the dermatological system found in animals, the proposed self-sensing thin-film assembly supports spatial strain and pH sensing via localized changes in electrical conductivity. Specifically, electrical impedance tomography (EIT) is used to create detailed mappings of film conductivity over its complete surface area using electrical measurements taken at the film boundary. While EIT is a powerful means of mapping the sensing skin's spatial response, it requires a data acquisition system capable of taking electrical impedance measurements on a large number of electrodes. A low-cost wireless impedance analyzer is proposed to fully automate EIT data acquisition. The key attribute of the device is a flexible sinusoidal waveform generator capable of generating regulated current signals with frequencies from near-DC to 20 MHz. Furthermore, a multiplexed sensing interface offers 32 addressable channels from which voltage measurements can be made. A wireless interface is included to eliminate the cumbersome wiring often required for data acquisition in a structure. The functionality of the wireless impedance analyzer is illustrated on an experimental setup with the system used for automated acquisition of electrical impedance measurements taken on the boundary of a bio-inspired sensing skin recently proposed for structural health monitoring.