• Journal of Radiation Protection and Research
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• 제44권4호
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• pp.149-155
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• 2019

Background: Magnetic resonance (MR) image guided radiation therapy system, enables real time MR guided radiotherapy (RT) without additional radiation exposure to patients during treatment. However, MR image lacks electron density information required for dose calculation. Image fusion algorithm with deformable registration between MR and computed tomography (CT) was developed to solve this issue. However, delivered dose may be different due to volumetric changes during image registration process. In this respect, synthetic CT generated from the MR image would provide more accurate information required for the real time RT. Materials and Methods: We analyzed 1,209 MR images from 16 patients who underwent MR guided RT. Structures were divided into five tissue types, air, lung, fat, soft tissue and bone, according to the Hounsfield unit of deformed CT. Using the deep learning model (U-NET model), synthetic CT images were generated from the MR images acquired during RT. This synthetic CT images were compared to deformed CT generated using the deformable registration. Pixel-to-pixel match was conducted to compare the synthetic and deformed CT images. Results and Discussion: In two test image sets, average pixel match rate per section was more than 70% (67.9 to 80.3% and 60.1 to 79%; synthetic CT pixel/deformed planning CT pixel) and the average pixel match rate in the entire patient image set was 69.8%. Conclusion: The synthetic CT generated from the MR images were comparable to deformed CT, suggesting possible use for real time RT. Deep learning model may further improve match rate of synthetic CT with larger MR imaging data.

• Safety and Health at Work
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• 제13권4호
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• pp.379-386
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• 2022

Emergency medical services (EMS) personnel are at high risk for adverse mental health outcomes during disease outbreaks. To support the development of evidence-informed mitigation strategies, we conducted a scoping review to identify the extent of research pertaining to EMS personnel's mental health during disease outbreaks and summarized key factors associated with mental health outcomes. We systematically searched three databases for articles containing keywords within three concepts: EMS personnel, disease outbreaks, and mental health. We screened and retained original peer-reviewed articles that discussed, in English, EMS personnel's mental health during disease outbreaks. Where inferential statistics were reported, the associations between individual and work-related factors and mental health outcomes were synthesized. Twenty-five articles were eligible for data extraction. Our findings suggest that many of the contributing factors for adverse mental health outcomes are related to inadequacies in fulfilling EMS personnel's basic safety and informational needs. In preparation for future disease outbreaks, resources should be prioritized toward ensuring adequate provisions of personal protective equipment and infection prevention and control training. This scoping review serves as a launching pad for further research and intervention development.

• International Journal of Computer Science & Network Security
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• 제23권12호
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• pp.225-234
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• 2023

In this era of information and communication technology (ICT), tremendous improvements have been witnessed in our daily lives. The impact of these technologies is subjective and negative or positive. For instance, ICT has brought a lot of ease and versatility in our lifestyles, on the other hand, its excessive use brings around issues related to physical and mental health etc. In this study, we are bridging these both aspects by proposing the idea of AI based mental healthcare (AIMS). In this regard, we aim to provide a platform where the patient can register to the system and take consultancy by providing their assessment by means of a chatbot. The chatbot will send the gathered information to the machine learning block. The machine learning model is already trained and predicts whether the patient needs a treatment by classifying him/her based on the assessment. This information is provided to the mental health practitioner (doctor, psychologist, psychiatrist, or therapist) as clinical decision support. Eventually, the practitioner will provide his/her suggestions to the patient via the proposed system. Additionally, the proposed system prioritizes care, support, privacy, and patient autonomy, all while using a friendly chatbot interface. By using technology like natural language processing and machine learning, the system can predict a patient's condition and recommend the right professional for further help, including in-person appointments if necessary. This not only raises awareness about mental health but also makes it easier for patients to start therapy.

• 한국엔터테인먼트산업학회논문지
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• 제15권8호
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• pp.255-267
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• 2021

본 연구의 목적은 스마트도구를 활용한 플립드 러닝 수업 설계 모형을 개발하고 그 타당성을 검증함으로써 체계적이고 효과적인 기초의학 교육을 위한 기초자료를 제시함에 있다. 이를 위해 본 연구에서는 문헌고찰을 바탕으로 모형 시안을 개발하였으며, 전문가 검토 및 현장 적용을 통해 그 타당성을 검증하였다. 본 연구에서는 스마트 도구를 활용한 플립드러닝 수업 설계 모형으로서 RECIPE (R: Ready, E: Establish a Plan, C: Create and Connect Media, I: Into the Classroom, P: Process-focused Assessment, E: Evaluation) 모델을 개발하였다. 이 모델은 플립드 러닝을 설계하는 각각의 단계에서 적합한 스마트도구를 적용함으로서 학습효과를 제고시키는 모델이다. 2019년 1학기 해부학 및 신경과학 강의 개발에 본 모델을 적용한 결과 학생들의 흥미와 만족도가 높게 나타난 결과를 토대로 기초의학 분야에서의 특화된 모델로서 제안하는 바이다. 따라서 본 연구에서 개발한 RECIPE 모델은 여러 기초의학 관련 수업에 적용 가능하며, 이에 기초한 플립드 러닝 수업 설계를 통해 학생들의 기초의학에 대한 이해를 도모할 수 있을 것으로 기대한다.

• 한국전문물리치료학회지
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• 제11권3호
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• pp.11-18
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• 2004

This study is aimed at investigating the influence of different quantitative knowledge of results on the measurement error during lumbar proprioceptive sensation training. Twenty-eight healthy adult men participated and subjects were randomly assigned into four different feedback groups(100% relative frequency with an angle feedback, 50% relative frequency with an angle feedback, 100% relative frequency with a length feedback, 50% relative frequency with a length feedback). An electrogoniometer was used to determine performance error in an angle, and the Schober test with measurement tape was used to determine performance error in a length. Each subject was asked to maintain an upright position with both eyes closed and both upper limbs stabilized on their pelvis. Lumbar vertebrae flexion was maintained at $30^{\circ}$ for three seconds. Different verbal knowledge of results was provided in four groups. After lumbar flexion was performed, knowledge of results was offered immediately. The resting period between the sessions per block was five seconds. Training consisted of 6 blocks, 10 sessions per one block, with a resting period of one minute. A resting period of five minutes was provided between 3 blocks and 4 blocks. A retention test was performed between 10 minutes and 24 hours later following the training block without providing knowledge of results. To determine the training effects, a two-way analysis of variance and a one-way analysis of variance were used with SPSS Ver. 10.0. A level of significance was set at .05. A significant block effect was shown for the acquisition phase (p<.05), and a significant feedback effect was shown in the immediate retention phase (p>.05). There was a significant feedback effect in the delayed retention phase (p<.05), and a significant block effect in the first acquisition phase and the last retention phase (p<.05). In conclusion, it is determined that a 50% relative frequency with a length feedback is the most efficient feedback among different feedback types.

• 재활치료과학
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• 제13권1호
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• pp.49-63
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• 2024

목적 : 본 연구의 목적은 현상학적 방법론과 워드 클라우드 분석을 통해 발달장애 아동 부모의 인지재활 경험에 대한 인식을 알아보기 위함이다. 연구방법 : 인지재활에 대한 부모 인식을 알아보기 위하여 발달장애 아동의 부모 5명을 심층 인터뷰하였다. 아울러 Python을 사용하여 워드 클라우드 분석을 하였고, 출현 빈도 수가 높은 단어를 중심으로 5명의 연구자가 의미 단위와 주제를 현상학적 방법으로 분석하였다. 결과 : 인지재활의 현상에 대한 의미 단위 43개 및 구성요소 9개를 도출하였고, 이로부터 총 3개의 주제를 최종 도출하였다. 도출된 중심 주제는 인지재활의 정의, 인지재활의 문제점, 인지재활 기관 선택 시 고려사항이었다. 인지재활은 발달장애 아동의 학습, 일상생활 기능, 인지기능 향상을 목적으로 하는 치료라는 인식이 있었다. 인지재활의 문제점으로는 치료방식, 치료사의 전문성, 치료비용에 관한 문제인식이 있었다. 마지막으로, 인지재활 기관 선택 시 고려사항으로는 치료사의 전문성, 입소문, 비용과 시간의 적정성이 있었다. 결론 : 발달장애 아동의 부모는 인지재활을 통해 아동의 실질적인 기능 향상을 기대하고 있었고, 이와 더불어 임상에는 현실적인 문제들이 존재하고 있었다. 본 연구는 부모가 인식하는 문제점들을 보완한 보다 나은 인지재활 서비스로 발전되는 데 기초자료가 될 것이다.

• 대한물리의학회지
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• 제7권2호
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• pp.231-239
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• 2012

Purpose : The purpose of this study is to investigate the effect of clinical performance improved by the application of the Core-Skill TLP to students. Methods : The subject of the study were 48 students who are enrolled in the 2nd semester of the 3rd year in the department of physical therapy. In order to compare the difference in physical examination and intervention, clinical practice integration as well as interpersonal communication skills were measured before and after clinical performance experiments by using the questionnaire. Result : The results are as follows. There was an improvement after examination & intervention about mean 1.52(t=16.928, p=.000), in clinical practice integration 1.30(t=14.541, p=.000) and in interpersonal communication skills 0.86(t=9.510, p=.000). It shows the significant difference in statistics. Conclusion : According to these results, the Core-Skill TLP is proved as a good learning strategy and could be strongly recommended since it significantly improved physical examination & intervention, clinical practice integration and interpersonal communication skills.

• 한국간호교육학회지
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• 제15권1호
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• pp.5-14
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• 2009

Purpose: The purpose of this study was to develop clinical education of Oriental Nursing. Methods: The subjects were one hundred and ninety-three students who have completed clinical practice. The questionnaires were composed of experience type and Oriental Nursing practices(25 items), level of satisfaction(20 items), difficulty level of practices(6 items), and preparation level of practice instructor(5 items). The reliability were Chronbach's $\alpha$=.84, .86, .74, and .93 respectively. Frequencies, percentage, t-test, and Pearson's Correlation was used in data analysis using SPSS PC+ 11.0. Results: Nursing students recognized that they had difficulties caused by a lack of knowledge of Oriental medicine, of learning the uniqueness of the nurse's role and lack of nurse's enthusiasm in teaching students. However, they were confident in preparing acupuncture and implementing Moxibustion, large Moxibustion, Bu-Hang therapy, aroma therapy and on administration of medicines and control of temperature of the medicines, exercise and rehabilitation. Therefore, instructors should train nursing students by developing a unique Oriental Nursing practice and reinforcement of nurses' independent and cooperative roles through the acquisition of Oriental Medical knowledge and terminology. It is necessary that they develop an educational program based on Oriental Nursing practice, perform consistently within the program and train its teaching faculty and instructors.

• 대한물리의학회지
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• 제15권4호
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• pp.1-9
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• 2020

PURPOSE: The current generation has shortened hamstrings due to a sedentary lifestyle, resulting in reduced flexibility of the hamstring and dysfunction. This study was undertaken to compare effects of three different release exercises on hamstring flexibility, in participants with short hamstrings. METHODS: Totally, 20 subjects having short hamstrings were involved in this study. The inclusion criterion for study participation was active knee extension test (AKET) less than 60°. All participants were subjected to 3 methods: hamstring foam roller release (HFRR), sitting self myofascial release (sitting SMR), and standing self myofascial release (Standing SMR). All participants randomly performed all three methods to avoid bias caused by learning or fatigue. Passive knee extension test (PKET), AKET, finger to floor distance test (FTFT), and pelvic tilting angle test (PTAT) were measured pre- and post-exercises. RESULTS: The PKET, AKET and FTFT were significantly increased after HFRR, sitting SMR, and standing SMR exercise (p < .05). However, PTAT was not significantly increased after the three exercises (p > .05). Furthermore, no significant differences were observed between PKET, AKET, FTFT and PTAT subsequent to HFRR, sitting SMR, and standing SMR (p > .05). CONCLUSION: Our results indicate that HFRR, sitting SMR and standing SMR were immediately effective in improving hamstring flexibility in participants with short hamstrings.

• 대한물리의학회지
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• 제5권1호
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• pp.25-34
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• 2010

Purpose : The purpose of this study is to assess the effect for gait, balance, and depression for stroke patients by group task-related program training based motor learning theory. Methods : The subjects of this study were administrated to the 11 stroke patients (9 male, 2 female) by 5 weeks, 3 times per week, 15 times. The group task-related program training were performed gait, balance, treadmill, muscle strengthening, and game program. Each program took 7~10 minutes and total time took 60 minutes including moving time. The difference of program training were compared using the paired t-test. Results : The results of this study revealed that Fugl-Meyer motor assessment, Chedoke-McMaster Stroke assessment of lower extremity and Berg balance scale were significantly correlated. However, impairment item of Chedoke-McMaster Stroke assessment, spatio-temporal gait parameters, Timed up and go test, and depression item of Minnesota Multiphasic Personality Inventory were not significantly correlated. Conclusion : These results support that group task-related program could be a useful treatment to improve the balance skills and motor function of lower extremity for the chronic stroke patients.