• 제목/요약/키워드: early intervention

검색결과 915건 처리시간 0.024초

딥러닝 모델을 이용한 휴대용 무선 초음파 영상에서의 경동맥 내중막 두께 자동 분할 알고리즘 개발 (Development of Automatic Segmentation Algorithm of Intima-media Thickness of Carotid Artery in Portable Ultrasound Image Based on Deep Learning)

  • 최자영;김영재;유경민;장영우;정욱진;김광기
    • 대한의용생체공학회:의공학회지
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    • 제42권3호
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    • pp.100-106
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    • 2021
  • Measuring Intima-media thickness (IMT) with ultrasound images can help early detection of coronary artery disease. As a result, numerous machine learning studies have been conducted to measure IMT. However, most of these studies require several steps of pre-treatment to extract the boundary, and some require manual intervention, so they are not suitable for on-site treatment in urgent situations. in this paper, we propose to use deep learning networks U-Net, Attention U-Net, and Pretrained U-Net to automatically segment the intima-media complex. This study also applied the HE, HS, and CLAHE preprocessing technique to wireless portable ultrasound diagnostic device images. As a result, The average dice coefficient of HE applied Models is 71% and CLAHE applied Models is 70%, while the HS applied Models have improved as 72% dice coefficient. Among them, Pretrained U-Net showed the highest performance with an average of 74%. When comparing this with the mean value of IMT measured by Conventional wired ultrasound equipment, the highest correlation coefficient value was shown in the HS applied pretrained U-Net.

비연속시간 생존분석을 활용한 청소년의 최초 지위비행에 대한 영향요인 분석 (Discrete-Time Survival Analysis of the Determinants of the Onset of Adolescents' Status Delinquency)

  • 윤홍주
    • 한국산학기술학회논문지
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    • 제22권2호
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    • pp.459-467
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    • 2021
  • 본 연구는 청소년의 최초 지위비행 발생시점을 비연속 생존분석을 통해 규명하고, 최초 지위비행에 미치는 영향요인을 분석하는데 목적이 있다. 분석은 한국아동청소년패널조사(Korean Children & Youth Panel Survey)의 중1패널 5개년 자료를 활용하였으며, 분석 대상 학생 수는 2,277명(남학생 1,126명, 여학생 1,151명)이다. 주요 분석결과는 다음과 같다. 첫째, 최조 지위비행 발생에 대한 위험확률은 중2때 16.6%로 가장 높았으며, 중3때는 다소 감소하였으나 전반적으로 학년이 높아지면서 지속적으로 증가하였다. 둘째, 우울, 공격성과 같은 청소년의 심리, 정서 요인이 최초 지위비행 시점에 유의하게 영향을 미쳤다. 셋째, 부모의 부정적 양육방식인 학대는 비행에 유의한 영향을 미친 반면 방임은 유의하지 않았다. 넷째, 청소년 주변의 비행친구는 최초 지위비행에 영향을 미치는 중요한 요인이었다. 다섯째, 학교요인 중 학습활동 적응, 학교규칙 적응, 교우관계 적응은 지위비행에 영향을 미친 반면 교사관계 적응은 유의하지 않았다. 청소년의 최초 지위비행에 대한 발생시점과 영향요인을 분석한 결과 청소년의 지위비행 예방을 위해 초기 개입이 중요하며, 따라서 이에 대한 적절한 교육과 지원이 필요하다.

"Beach Lifeguards' Sun Exposure and Sun Protection in Spain"

  • de Troya Martin, Magdalena;Sanchez, Nuria Blazquez;Garcia Harana, Cristina;Leiva, Ma Carmen Alarcon;Arjona, Jose Aguilera;Ruiz, Francisco Rivas;de Galvez Aranda, Ma Victoria
    • Safety and Health at Work
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    • 제12권2호
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    • pp.244-248
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    • 2021
  • Background: Sunburn is the main avoidable cause of skin cancer. Beach lifeguards spend many hours exposed to the effects of solar radiation during their work day, precisely at times of the year when levels of solar irradiation are highest. The aim of this study is to quantify the risk to beach lifeguards of sun exposure. Methods: A descriptive cross-sectional study was carried out in the Western Costa del Sol, southern Spain, during the summer of 2018. The research subjects were recruited during a skin cancer prevention course for beach lifeguards. All participants were invited to complete a questionnaire on their habits, attitudes, and knowledge related to sun exposure. In addition, ten were specially monitored using personal dosimeters for three consecutive days, and the results were recorded in a photoprotection diary. A descriptive analysis (mean and standard deviation for the quantitative variables) was performed, and inter-group differences were evaluated using the Mann-Whitney U test. Results: Two hundred fifteen lifeguards completed the questionnaire, and 109 met the criteria for inclusion in this analysis. The mean age was 23.8 years (SD: 5.1), 78.0% were male, 71.5% were phototype III or IV (Fitzpatrick's phototype), and 77.1% had experienced at least one painful sunburn during the previous summer. The mean daily personal ultraviolet exposure per day, the minimal erythema dose, and the standard erythema dose, in J/m2, were 634.7 [standard deviation (SD): 356.2], 2.5 (SD: 1.4) and 6.35 (SD: 3.6), respectively. Conclusion: Beach lifeguards receive very high doses of solar radiation during the work day and experience correspondingly high rates of sunburn. Intervention strategies to modify their sun exposure behavior and working environment are necessary to reduce the risk of skin cancer for these workers and to promote early diagnosis of the disease.

초등학생 고학년의 정서인식 명확성, 정서조절전략, 가족관계가 비자살적 자해 및 우울에 미치는 영향 (The Effect of Senior Elementary School Students' Emotional Perception Clarity, Emotion Regulation, and Family Relationship on Non-Suicidal Self-Injury and Depression)

  • 신지혜;김석선
    • 지역사회간호학회지
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    • 제32권4호
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    • pp.457-466
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    • 2021
  • Purpose: The purpose of this study was to examine the correlations among emotional perception clarity, emotion regulation, family relationship, non-suicidal self-injury, and depression, and to determine associated factors of non-suicidal self-injury and depression for senior elementary school students. Methods: Data were collected from 150 early adolescences in K region, Korea. A self-report questionnaire consisted of Trait Meta-Mood Scale, Cognitive Emotion Regulation Questionnaire, Family Relationship Assessment Scale, Functional Assessment of Self-Mutilation, and Children's Depression Inventory. The data were analyzed using t-test, Pearson's correlation coefficient, logistic regression, and multiple regression analysis. Results: Non-suicidal self-injury and depression were positively associated with maladaptive emotion regulation strategy and family conflict, but negatively related to emotional perception clarity and family support. Adaptive emotion regulation strategy and family togetherness were only significantly correlated with depression. In logistic regression analysis, significant predictors of non-suicidal self-injury were emotional perception clarity, maladaptive emotion regulation strategy, and family support. Multiple regression analysis found that significant factors of depression were adaptive and maladaptive emotion regulation strategies, which explained 38.0% of the variance. Conclusion: Our study findings suggest that targeted intervention to reinforce the adaptive emotion regulation strategy and family relationship may prevent non-suicidal self-injury, and depression for senior elementary school students.

만성질환자의 자가간호 불이행 위험 사정도구 개발 (Development of the Self-Care Non-adherence Risk Assessment Scale for Patients with Chronic Illness)

  • 조미래;오희영
    • 지역사회간호학회지
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    • 제32권4호
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    • pp.415-429
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    • 2021
  • Purpose: The purpose of this study was to develop the Self-Care Non-adherence Risk Assessment Scale (SCNRAS) for patients with chronic illness in South Korea. Methods: This study was conducted from April to July, 2020 and utilized a convenience sampling method to recruit 336 patients with chronic illness from three hospitals located in South Korea. The content, factorial structure, item-convergent/discriminant validity, convergent validity, internal consistency reliability, and test-retest reliability of the scale were evaluated. The data were analyzed using exploratory and confirmatory factor analyses, Pearson's correlation coefficient, Cronbach's α, and intra-class correlation coefficient. Results: The exploratory and confirmatory factor analyses yielded six-factors. Convergent validity was demonstrated using measures of defining issues. Internal consistency reliability and test-retest reliability were found to be acceptable, as indicated by a Cronbach's α of .65~.81 and an intra-class correlation coefficient of .93~.98. The Self-Care Non-adherence Risk Assessment Scale for patients with chronic illness is a new instrument that comprehensively measures the knowledge, skill, physical function status, access to health care, social support, motivation, and confidence. It comprises 18 items scored on a 5-point Likert scale. The validity and reliability of the scale were verified. Conclusion: The scale developed through this study is expected to screen those who need nursing intervention early by predicting the self-care non-adherence risk group.

파킨슨병 환자의 운동과 비운동 증상의 상관관계: 요인 분석 융합 연구 (Correlation of motor and non-motor symptoms in Parkinson's disease: a factor-analytic convergence study)

  • 강미영
    • 한국융합학회논문지
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    • 제13권4호
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    • pp.71-78
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    • 2022
  • 파킨슨병은 임상적으로 인지 및 신경정신과 증상을 포함한 다양한 운동 및 비운동 증상으로 특징지어진다. 이러한 다양한 증상을 통합하여 임상적 하위유형(clinical subtype)으로 분류하는 것은 초기 치료 개입에 유용할 수 있다. 본 연구에서는 치매로 진단받지 않은 파킨슨병 환자의 운동, 인지, 신경정신증상과의 상관관계 패턴을 확인하고자 한다. 파킨슨병으로 진단받은 104명의 환자에게 운동 및 인지기능 검사와 신경정신증상에 대하여 종합적인 평가를 시행하였다. 인구통계학적 요인과 운동, 인지, 신경정신증상을 포함한 변수 사이의 상관관계를 확인하고 임상적 하위유형을 추출하기 위하여 요인분석을 실시하였다. 분석결과 1개의 운동관련 요인과 3개의 인지관련 요인 및 4개의 신경정신과적 요인이 추출되었다. 본 연구결과 상관관계의 특성이 파킨슨병의 질병과정에서 특징적인 동반증상 패턴을 가질 수 있음을 확인하였으며, 이를 통해 향후 하위유형을 확인하고 치료적 전략을 수립하는데 유용할 수 있을 것으로 사료된다.

불안정 지면에서 복합 균형 운동이 무릎 전치환술 환자의 기능적 능력과 일상생활능력에 미치는 영향 (The effect of complex balance exercise on unstable surfaces on functional ability and daily living ability in patients with total knee arthroplasty)

  • 임수기;유원종
    • 대한물리치료과학회지
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    • 제28권3호
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    • pp.88-97
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    • 2021
  • Purpose: Patients with total knee arthroplasty (TKA) have impaired balance and movement control. Exercise interventions have not targeted these impairments in this population. This study aimed to investigate the effect of complex balance exercises on unstable ground, on the gait, balance, and daily living ability of patients with total knee arthroplasty. Design: Randomized controlled trial. Methods: The participants consisted of 30 patients placed into two groups of 15 each: a experimental group (complex balance exercise) and a control group (physical therapy exercise). Both group exercise was applied for 3 times a week for 30 minutes for four weeks. Force plate for balance ability and Timed up and go (TUG) test were the primary outcome measures. The secondary outcome measures included 10-m walk test (10MWT) and the daily living ability using the Knee Outcome Survey Activities of Daily Living scale (KOS-ADL). Results: The result of this study showed that the experimental group had a significant difference in TUG and 10MWT than the control group, and balance was significantly different in CEA, CPL, and CAV. There was a significant difference in daily living ability between the experimental and control groups. This study confirms that the physical therapy with complex balance exercise on unstable surfaces has positive effects on balance, gait and daily living ability in patients with total knee arthroplasty. Conclusion: As a result of this study, complex balance exercise on unstable surface was more effective in improvement gait, balance and daily living ability in total knee arthroplasty. From this study, physical therapy with complex balance exercises on unstable ground may be proposed as and effective intervention method for improving gait, balance, and daily living ability in patients with early total knee arthroplasty.

The Role of Bloodletting and Cupping in Severe Acute Urticaria and Angioedema as Skin Emergencies in Persian Medicine

  • Shirazi, Maryam Taghavi;Kenari, Hoorieh Mohammadi;Eghbalian, Fatemeh
    • 대한약침학회지
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    • 제25권1호
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    • pp.7-14
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    • 2022
  • Objectives: Some dermatological diseases can be life-threatening. Urticaria and angioedema are common reasons for patients to seek treatment at an emergency department. Severe, generalized urticaria and angioedema can endanger patients' lives by involving the airways and causing anaphylactic shock. The humor-based Persian Medicine (PM) concepts of Shara and Mashara, referring to two kinds of skin lesions, have similarities to urticaria and angioedema, respectively. This article aims to provide scientific evidence regarding the application of PM as an early intervention strategy in the emergency management of urticaria and angioedema. Methods: This was a narrative review of PM studies identified by searching medical databases using search terms related to these diseases, as well as risk-associated keywords such as "fatal", "death", "life-threatening", "emergency", "cupping", and "bloodletting". Data were then compared, interpreted, and analyzed. Results: PM scholars consider the human body as a unified whole and believe in an inner power (Nature) which stems from the body. When the presence of excessive hot substances cause an imbalance of bodily humors, Nature directs their heated vapors sharply toward the skin, thus causing Shara and Mashara. If there is a high risk of inflammation spreading to vital organs under severe conditions, urgent manual interventions are crucial. Conclusion: In serious conditions of urticaria and angioedema, Fasd or bloodletting and Hijama can be effective in speeding up the control of lesions and reducing morbidity and mortality. Consequently, the development of integrated Persian and conventional medicines may provide new therapeutic pathways for skin emergencies.

The Association of Anxiety Severity With Health Risk Behaviors in a Large Representative Sample of Korean Adolescents

  • Woo, Kyung Soo;Ji, Yoonmi;Lee, Hye Jeong;Choi, Tae Young
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제32권4호
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    • pp.144-153
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    • 2021
  • Objectives: Anxiety disorders are the most common psychiatric disorders in adolescents and seem to occur the earliest among all forms of psychopathology. The aim of this study was to investigate the association of anxiety severity with health risk behaviors and mental health in adolescents. Methods: Data from the 2020 Korean Youth Risk Behavior Web-Based Survey were analyzed. A total of 54948 adolescents responded to the 7-item Generalized Anxiety Disorder Scale (GAD-7) for the assessment of their anxiety severity as well as to the mental health and health risk behavior survey. Logistic regression analysis, t tests, and variance analysis of a complex sample general linear model were used to examine the association of anxiety severity with health behaviors and mental health. Results: After statistical adjustment for sociodemographic characteristics, the subjects in the severe anxiety group were significantly more likely to be current smokers (odds ratio [OR]: 2.08, 95% confidence interval [CI]: 1.72-2.50), current drinkers (OR: 1.91, 95% CI: 1.67-2.19), experience habitual substance use (OR: 10.89, 95% CI: 8.22-14.42), have sexual intercourse (OR: 2.10, 95% CI: 1.76-2.51), and have unprotected intercourse (OR: 2.21, 95% CI: 1.67-2.92) than those in the normal group. Anxiety severity negatively correlated with sleep satisfaction and happiness, but positively correlated with stress perception, loneliness, depressive symptoms, and suicidality. Conclusion: Adolescent anxiety is associated with health risk behaviors and poor mental health. Thus, early screening and intervention for anxiety in adolescents could contribute to the management and coping of youth health risk behaviors in the community.

Preliminary Report of Validity for the Infant Comprehensive Evaluation for Neurodevelopmental Delay, a Newly Developed Inventory for Children Aged 12 to 71 Months

  • Hong, Minha;Lee, Kyung-Sook;Park, Jin-Ah;Kang, Ji-Yeon;Shin, Yong Woo;Cho, Young Il;Moon, Duk-Soo;Cho, Seongwoo;Hwangbo, Ram;Lee, Seung Yup;Bahn, Geon Ho
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제33권1호
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    • pp.16-23
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    • 2022
  • Objectives: Early detection of developmental issues in infants and necessary intervention are important. To identify the comorbid conditions, a comprehensive evaluation is required. The study's objectives were to 1) generate scale items by identifying and eliciting concepts relevant to young children (12-71 months) with developmental delays, 2) develop a comprehensive screening tool for developmental delay and comorbid conditions, and 3) assess the tool's validity and cut-off. Methods: Multidisciplinary experts devised the "Infant Comprehensive Evaluation for Neurodevelopmental Delay (ICEND)," an assessment method that comes in two versions depending on the age of the child: 12-36 months and 37-71 months, through monthly seminars and focused group interviews. The ICEND is composed of three parts: risk factors, resilience factors, and clinical scales. In parts 1 and 2, there were 41 caretakers responded to the questionnaires. Part 3 involved clinicians evaluating ten subscales using 98 and 114 questionnaires for younger and older versions, respectively. The Child Behavior Checklist, Strengths and Difficulties Questionnaire, Infant-Toddler Social Emotional Assessment, and Korean Developmental Screening Test for Infants and Children were employed to analyze concurrent validity with the ICEND. The analyses were performed on both typical and high-risk infants to identify concurrent validity, reliability, and cut-off scores. Results: A total of 296 people participated in the study, with 57 of them being high-risk (19.2%). The Cronbach's alpha was positive (0.533-0.928). In the majority of domains, the ICEND demonstrated a fair discriminatory ability, with a sensitivity of 0.5-0.7 and specificity 0.7-0.9. Conclusion: The ICEND is reliable and valid, indicating its potential as an auxiliary tool for assessing neurodevelopmental delay and comorbid conditions in children aged 12-36 months and 37-71 months.