• 제목/요약/키워드: Vital Data

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SVM 이용한 다중 생체신호기반 온열질환 감지 스마트 안전모 개발 (Smart Helmet for Vital Sign-Based Heatstroke Detection Using Support Vector Machine)

  • 장재민;이강호;주수빈;권오원;이학;이동규
    • 센서학회지
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    • 제31권6호
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    • pp.433-440
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    • 2022
  • Recently, owing to global warming, average summer temperatures are increasing and the number of hot days is increasing is increasing, which leads to an increase in heat stroke. In particular, outdoor workers directly exposed to the heat are at higher risk of heat stroke; therefore, preventing heat-related illnesses and managing safety have become important. Although various wearable devices have been developed to prevent heat stroke for outdoor workers, applying various sensors to the safety helmets that workers must wear is an excellent alternative. In this study, we developed a smart helmet that measures various vital signs of the wearer such as body temperature, heart rate, and sweat rate; external environmental signals such as temperature and humidity; and movement signals of the wearer such as roll and pitch angles. The smart helmet can acquire the various data by connecting with a smartphone application. Environmental data can check the status of heat wave advisory, and the individual vital signs can monitor the health of workers. In addition, we developed an algorithm that classifies the risk of heat-related illness as normal and abnormal by inputting a set of vital signs of the wearer using a support vector machine technique, which is a machine learning technique that allows for rapid binary classification with high reliability. Furthermore, the classified results suggest that the safety manager can supervise the prevention of heat stroke by receiving feedback from the control system.

Effect of fatigue crack propagation on natural frequencies of system in AISI 4140 Steel

  • Bilge, Habibullah;Doruk, Emre;Findik, Fehim;Pakdil, Murat
    • Steel and Composite Structures
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    • 제32권3호
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    • pp.305-312
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    • 2019
  • In this study, we investigated the effect of fatigue crack propagation of the beams which have a vital importance in engineering applications, on the natural frequency of the system. Beams which have a wide range of applications, are used as fundamental structural elements in engineering structures. Therefore, early detection of any damages in these structures is of vital importance for the prevention of possible destructive damages. One of the widely used methods of early detection of damages is the vibration analysis of the structure. Hence, it is of vital importance to detect and monitor any changes in the natural frequencies of the structure. From this standpoint, in this study we experimentally investigated the effect of fatigue crack propagation on beams produced from 4140 steel, of the natural frequency of the beam. A crack was opened on the $8{\times}16{\times}500mm$ beam using a 3 mm long and 0.25 mm wide wire erosion. The beam, then, underwent 3 point bending tests at 10 Hz with a dynamic fatigue device and its natural frequencies were measured in scheduled intervals and any changes taking place on the natural frequencies of the beam were measured. This data allowed us to identify and measure the crack occurring on the beam subjected to dynamic loading, during the propagation phase. This method produced experimental data. The experimental data showed that the natural frequency of the beam decreased with the propagation of the fatigue crack on the beam.

음악요법이 수술환자의 활력징후 변화에 미치는 영향 (The Effects of Music Therapy on Vital Sign Changes of operational Patients)

  • 홍순탁
    • 대한간호학회지
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    • 제24권3호
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    • pp.377-388
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    • 1994
  • The purpose of this study was to determine the effects of music therapy on changes in the vital signs of patients about to undergo an operation. The patients listened to the music at a time when they were feeling preoperative anxiety up until the preanesthesia was given in the operating room. The subjects for this study were selected from sixty patients to undergo operations, who were hospitalized at Dong Eui hospital in Pusan city. They were assigned to two groups, thirty to the experimental group and thirty to the control group. The subjects were from 20 years old to 69 years old, and had no other problem except the one requiring the operation, and no premedication. The data were collected during the period from July 1 to September 30, 1993. The method used in this study was to measure state-anxiety on the ward in the morning of the operation, and vital signs immediately before leaving for the operating room. Vital signs were measured immediately before the anesthesia was given and after the experimental group had listened to the music during the ten minutes needed to prepare the operation setting. The control group just waited during ten mimutes. Vital signs were check again before the anesthesia was given. The data were analyzed by descriptive statistics, mean±SD, p-value, and t-test using the SPSS progrom. The results of this study are : 1. Systolic blood pressure taken in the operating room was elevated, over the level measured on the ward, by 5.00 ± 15.26㎜Hg in experimental group and 18.67±14.56㎜Hg in control group. (t=-3.5496, p=.0008) 2. Diastolic blood pressure was elevated by 6.67±12.95㎜Hg in experimental group and 18.67±12. 79㎜Hg in control group. (t=-3.6100, p=.0006) 3. Pulse was elevated by 2.931±9.44 / min in experimental group and 8.03±8.37 /min in control group. (t=-2.2144, p=.0307) 4. Respiration was elevated by 0.60±1.35 /min in experimental group and 1.57±1.48 /min in control group. (t=-2.6409, p=.0106) 5. Body temperature was down by 0.13±1.91'c in experimental group and elevated by 1.13±1.11'c in control group. (t=-3.1471, p=.0026) Thus, in this study there was a statistically significant difference in the change in the vital signs between the experimental group treated with music therapy and the control group which received no treatment. Because music therapy is valuable to decrease the anxiety of patients facing operations, the result of this study support its effect in relieving anxiety as a valuable nursing intervention. From this study, the following recommendations can be made : First, it is necessary to further study music therapy to develope a better system and determine optimal time. Second, it is necessary that more detailed re-search on measurement of changes in vital signs be done to determine changes over time intervals.

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한국 인구동태통계 작성에 대한 평가 (An Evaluation of The Vital Registration System in Korea)

  • 김남일
    • 한국인구학
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    • 제20권1호
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    • pp.47-63
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    • 1997
  • 인구동태 신고조직과 관리에 관련된 문제, 신고행태와 이에서 발생되는 통계의 오차. 그리고 이들 오차의 수정방법 등이 검토되었다. 주요결과를 보면 1994년 현재 출생과 사망의 당년신고율이 모두 통계청 출생, 사망 추정건수의 95%를 웃도는 것으로 나타났고, 1970년대 후반부터 신고율이 높은 증가율을 보였다. 이와 같이 신고율이 급성장한 것은 1) 신고서 양식의 간소화, 2) 신고의 편의-현거주지 읍,면,동 신고 3) 신고 불이행에 대한 과태료율의 강화, 4) 사회보장제도 등 개선활동이 크게 작용하였다. 그러나 출생,사망신고는 대중과 담당공무원에게 충분한 동기가 부여되어 있지 않은 업무임으로 완전한 법정기한내 신고를 달성하기 위해서는 반드시 지속적인 경계장치가 있어야 한다. 1980년대에 와서 당년신고의 급격한 증가와 함께 크게 개선되었을 것으로 생각되지만 아직 자료의 질적인 측면에 대한 구체적 조사연구가 없으므로 국민의 신고행태에 관한 조사연구가 필요하다. 아직 상당한 사망년월일의 착오신고가 있을 것으로 유추되고, 심각한 문제는 연구논문들이 발생년월일 착오신고 등의 오차에 대한 검토와 수정이 전혀 없이 자료를 분석하고 있다는 점이다. 사건 발생의 착오신고는 연도별 동태율에 큰 영향을 미치고, 특히 사망의 경우, 신고율이 급격한 증가추세를 보일 때 사망률이 낮은 저연령층의 사망률을 크게 왜곡시킨다. 1970년대 사망신고 자료를 분석한 것을 보면 3세에서 19세 사이의 각 연령별 사망자 신고가 추정된 사망자수보다 크게는 67%까지 과대신고된 것으로 나타났다.

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Bio-MAC: WBSN환경에서 다양한 생체신호 전송을 위한 최적화된 MAC Protocol (Bio-MAC: Optimal MAC Protocol for Various Bio-signal Transmission in the WBSN Environment)

  • 장봉문;노영식;유선국
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.423-425
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    • 2007
  • In this paper, Medium Access Control(MAC) protocol designed for Wireless Body area Sensor Network(Bio-MAC) is proposed, Because in WBSN, the number of node is limited and each node has different characteristics. Also, reliability in transmitting vital data sensed at each node and periodic transmission should be considered so that general MAC protocol cannot satisfy such requirements of biomedical sensors in WBSN. Bio-MAC aims at optimal MAC protocol in WBSN. For this, Bio-MAC used Pattern -SuperFrame, which modified IEE E 802.15.4-based SuperFrame structurely. Bio-MAC based on TDMA uses Medium Access-priority and Pattern eXchange -Beacon method for dynamic slot allocation by considering critical sensing data or power consumption level of sensor no de etc. Also, because of the least delay time. Bio-MAC is suitable in the periodic transmission of vital signal data. The simulation results demonstrate that a efficient performance in WBSN can be achieved through the proposed Bio-MAC.

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M2M 기반 유헬스케어 데이터의 효율적인 전송 방안 연구 (Research on a Method for Efficient u-Healthcare Data Transmission in M2M Environment)

  • 조균연
    • 디지털융복합연구
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    • 제12권4호
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    • pp.251-257
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    • 2014
  • 유헬스케어 환경에서는 M2M 기반에서 중요한 생체정보가 처리된다. M2M은 주로 무선네트워크를 기반으로 하는데, 무선네트워크는 제한된 대역폭과 낮은 신뢰성 등 극복해야할 과제가 많이 있다. 본 논문에서는 이 과제를 데이터 전송효율을 높여 해결하고자 하였으며, 생체정보에 대한 높은 압축특성을 갖는 uHLZW(u-Healthcare LZW) 압축 알고리즘을 제안하였다. 실험결과 기존의 압축알고리즘에 비해 1.6배에서 4배정도 압축효율이 개선됨을 알 수 있었다.

정상 신생아의 출생 후 흡인에 따른 산소포화도, 활력징후 및 구토 (A Study on Oxygen Saturation, Vital Signs, and Vomiting by Routine Suctioning to Healthy Newborns at Nursery)

  • 최혜미;이자형
    • Child Health Nursing Research
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    • 제16권2호
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    • pp.128-135
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    • 2010
  • Purpose: This study aimed to confirm the effect of routine suctioning at a nursery for healthy newborns who have undergone immediate oronasopharyngeal bulb suctioning after birth in a delivery room through the observation of their oxygen saturation level, heart rate, respiration rate, the vomiting sign, and the number of instances of vomiting. Methods: Data were collected for 62 days from March 15 to May 15, 2009 at the nursery of a hospital located in Seoul. One hundred forty newborns were assigned to one of three groups: a no suction group, an oropharyngeal suction group, or a orogastric suction group. Collected data were analyzed with the SPSS WIN 15.0 program using ANOVA, cross tabulations and an independent 2-sample t-test. Results: Routine suctioning to healthy newborns resulted in decreasing oxygen saturation levels and increasing the heart and respiration rate regardless of the kind of suctioning. Stabilization of the oxygen saturation level and vital signs was also observed without suctioning. Conclusion: To prevent healthy newborns from the side effect of suctioning, selective suctioning is recommended.

지시적 심상요법이 농촌노인의 활력증후에 미치는 효과 (The Effect of Pleasant Guided Imagery on Vital Signs of Old Women)

  • 김주현;김성재;김향;박미정;이동숙
    • Journal of Korean Biological Nursing Science
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    • 제8권1호
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    • pp.15-21
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    • 2006
  • Purpose: The purpose of this study was to test the effect of pleasant guided imagery on the vital signs of elderly. Method: The subjects of this study were 15 elderly women. Collecting data were blood pressure, pulse rate, body temperature, the degree of imagination and relaxation. Data were analyzed using SPSS PC+ program with percentage, paired t-test. Result: After practicing of pleasant guided imagery, systolic blood pressure and pulse rate were significantly lowered than before practicing of pleasant guided imagery. After practicing of pleasant guided imagery, Diastolic blood pressure and body temperature were not significantly changed. After practicing of pleasant guided imagery, the degree of imagination and relaxation were relatively higher in old women. Conclusion: Pleasant guided imagery can be used for elderly patients with hypertension. And it can be used to promote relaxation of elderly with stress.

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신생아마사지가 저체중아의 체중, 활력징후 및 스트레스호르몬에 미치는 영향 (The Effects of Neonatal Massage on Weight Gain, Vital Signs and Stress Hormone of low Birth Weight)

  • 김영혜;최순연;정금선;박현경;이동원
    • 부모자녀건강학회지
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    • 제2권
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    • pp.30-52
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    • 1999
  • The purpose of this study is to clarify that neonatal massage is a nursing intervention which is desirable to LBW by making nurses provide such massage service to LBW hospitalized at NICU and confirming effects of the service on weight gain, vital signs and stress hormones(cortisol, norepinephrine, epinephrine). The data were collected from Dec. 14, 1998 to Oct. 4, 1999. The subjects were 28 LBW infants. The data were analyzed with the SAS program with T-test, Chi-square test and ANOVA. 1. The Experimental group that received neonatal massage showed a higher daily gain of weight than the comparative group. Weight gain for 10 days and weight gain of seven days after the massage were also higher in the former group than in the latter, indicating that there are statistically significant differences between the two groups.

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발마사지가 항암화학요법을 받는 암환자의 활력징후, 피로 및 기분상태에 미치는 효과 (Effect of Foot Reflexology on Vital Signs, Fatigue and Mood in Cancer Patients receiving Chemotherapy)

  • 원종순;정인숙;김지수;김금순
    • 기본간호학회지
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    • 제9권1호
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    • pp.16-26
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    • 2002
  • Purpose: This study was done to investigate the effect of foot reflexology on vital signs, general fatigue, mood and foot fatigue in cancer patients receiving chemotherapy. Method: Data were collected from a convenience sample of 11 patients who were admitted at S and E University Hospital. Changes in systolic blood pressure (SBP), diastolic blood pressure(DBP), pulse rate(PR), general fatigue, mood status, and foot fatigue between pre and post foot reflexology were analyzed using Wilcoxon signed rank test and Friedman test at 0.05 level of significance. Results: There were significant differences in the SBP(p= .009), DBP(p=.014), PR(p=.015), general fatigue (p=.015) mood status(p=.007), and foot fatigue(p= .007) between pre and post foot reflexology. Conclusion: Foot reflexology can improve vital signs, general/foot fatigue and mood status, therefore we recommend to use foot reflexology as an effective nursing intervention in cancer patients receiving chemotherapy.

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