• 제목/요약/키워드: Training Samples

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Changes in satisfaction and perceptions of employment decisions after clinical training among physiotherapy students

  • Bae, Young-Hyeon
    • 대한물리치료과학회지
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    • 제29권2호
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    • pp.66-76
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    • 2022
  • Purpose: To investigate the satisfaction of students majoring in physiotherapy and to confirm a change of perception on employment decisions after clinical training. Methods: Structured questionnaires were distributed to 500 undergraduate physiotherapy students in 2014. Data from 462 respondents were analyzed using the Mann-Whitney, Kruskal-Wallis, Wilcoxon's signed-rank, stepwise regression, and independent samples t tests. Design: Cross-section study Results: The satisfaction and perceptions of employment decision increased post-clinical training among physiotherapy students who hoped to find employment. After clinical training, the desired employment venues also changed: fewer students desired to work in rehabilitation centers and secondary hospitals, and more desired to work in university hospitals, general hospitals, public welfare centers, and the industrial company health facilities. There were changes in the preferred fields of those who hoped to find employment in the field, as well. There was decreased interest in clinical electrophysiology, sports, and women's health, and increased interest in neurology, orthopedics, and pediatrics. Conclusion: The results of this study confirmed that clinical training changes student' employment decisions and affects their desire to enter specific fields.

Determining Nursing Student Knowledge, Behavior and Beliefs for Breast Cancer and Breast Self-examination Receiving Courses with Two Different Approaches

  • Karadag, Mevlude;Iseri, Ozge;Etikan, Ilker
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권9호
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    • pp.3885-3890
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    • 2014
  • Background: This study aimed to determine nursing student knowledge, behavior and beliefs for breast cancer and breast self-examination receiving courses with a traditional lecturing method (TLM) and the Six Thinking Hats method (STHM). Materials and Methods: The population of the study included a total of 69 second year nursing students, 34 of whom received courses with traditional lecturing and 35 of whom received training with the STHM, an active learning approach. The data of the study were collected pre-training and 15 days and 3 months post-training. The data collection tools were a questionnaire form questioning socio-demographic features, and breast cancer and breast self-examination (BSE) knowledge and the Champion's Health Belief Model Scale. The tests used in data analysis were chi-square, independent samples t-test and paired t-test. Results: The mean knowledge score following traditional lecturing method increased from $9.32{\pm}1.82$ to $14.41{\pm}1.94$ (P<0.001) and it increased from $9.20{\pm}2.33$ to $14.73{\pm}2.91$ after training with the Six Thinking Hats Method (P<0.001). It was determined that there was a significant increase in pre and post-training perceptions of perceived confidence in both groups. There was a statistically significant difference between pre-training, and 15 days and 3 months post-training frequency of BSE in the students trained according to STHM (p<0.05). On the other hand, there was a statistically significant difference between pre-training and 3 months post-training frequency of BSE in the students trained according to TLM. Conclusions: In both training groups, the knowledge of breast cancer and BSE, and the perception of confidence increased similarly. In order to raise nursing student awareness in breast cancer, either of the traditional lecturing method or the Six Thinking Hats Method can be chosen according to the suitability of the teaching material and resources.

Effects of Step-up Training on Walking Ability of Stroke Patients by Different Support Surface Characteristics

  • Oh, Geun-Sik;Choi, Yu-Ran;Bang, Dae-Hyouk;Cha, Yong-Jun
    • 대한물리의학회지
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    • 제12권3호
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    • pp.99-104
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    • 2017
  • PURPOSE: Gait disturbances in patients with hemiplegic stroke involve asymmetry of stance time. Step box training is used to supplement the limitations of stair walking training and increasing the torque value of the paralyzed lower leg's strength. This study aimed to investigate whether step-up training on unstable support could change walking ability in patients with chronic stroke. METHODS: Thirty stroke patients were randomly assigned to the step-up training group (experimental group), that performed training on an unstable surface, and the control group, that performed training on a stable surface. Walking speed, step length, and cadence were measured before and after training. Paired t-tests were used to compare pre- and post-intervention data, while the independent samples t-test was used to determine intergroup differences. Values of p < .05 were considered statistically significant. RESULTS: There was a significant difference in walking ability before versus after the intervention in both groups, although the experimental group showed greater differences than the control group (walking velocity by 8.1%; step length of the non-paralyzed side by 6.9%, respectively; p<.05). CONCLUSION: Step-up training might be more effective on an unstable surface than on a stable surface for increasing walking speed and step length of the non-paralyzed side.

인간관계 효율성 훈련이 간호대학생의 인간관계와 자아정체감에 미치는 효과 (A Study on the Effects of ET Training for the Development of Interpersonal Relationship and Self-Identity)

  • 윤연희;고명숙
    • 간호행정학회지
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    • 제10권3호
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    • pp.291-298
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    • 2004
  • Purpose: This study is to investigate if the effectiveness training program, suggested by Gordon(1970), could help these nursing students with the problems of interpersonal relationship and self-identification. Method: This study was designed using nonequivalent control group protest-posttest design. The subject for this study were thirty nursing students. Fifteen nursing students of the experimental group experienced the Effectiveness Training for 8 weeks (3 hours/week). The effect of Effectiveness Training was measured using Relationship Change Scale devised by Lee, H.D. & Moon, S.M.(1979) and Ego Identity Scale devised by Dignan(1965) which was translated by Seo, B.Y.(1975) Pretest data were collected by the researcher from both experimental and control group before training. After the end of eight weeks training, posttest data collected from both experimental and control group. Samples were analyzed using SPSS PC+. Result: 1. The first hypothesis, "level of interpersonal relationship of the experiment group after 8 weeks will be significantly higher than that of the control group"(z=-1.965, p=.049)was supported. 2. The second hypothesis, "level of ego-identity of the experimental group after 8 weeks will be significantly higher than that of the control group"(z=-2.191, p=.028)was supported. 3. The third hypothesis, "level of interpersonal relationship of the experiment group will be significantly higher than that of the control group after 4 months of training"(z=-.634, p=.238)was not supported. 4. The fourth hypothesis, "level of ego-identity of the experimental group will be significantly higher than that of the control group after 4 months of training"(z=-.292, p=.642)was not supported. Conclusion: The Effectiveness Training can be considered as an effective method of nursing students's interpersonal relationship & ego-identity, because it was proved to help nursing students increase level of their interpersonal relationship & ego-identity but it was needed to reinforce for continuing of the effect of the interpersonal relationship & ego-identity.

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A Multivariate Analytical Study on the Water of Han-River and the Streams flowing into Han-River Basin

  • 이철;김승원;김민영
    • Bulletin of the Korean Chemical Society
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    • 제9권1호
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    • pp.5-9
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    • 1988
  • Pattern recognition techniques have been applied for the extraction of some regularities of water samples under a wide variety of locations related to Han-River. For that purpose, an eigenvector analysis has been applied for defining each class so as to use the class as a training set for class analogy model of SIMCA. The models thus obtained have been used for the allocation of test samples between groups.

Effects of Remote Ischemic Conditioning Methods on Ischemia-Reperfusion Injury in Muscle Flaps: An Experimental Study in Rats

  • Keskin, Durdane;Unlu, Ramazan Erkin;Orhan, Erkan;Erkilinc, Gamze;Bogdaycioglu, Nihal;Yilmaz, Fatma Meric
    • Archives of Plastic Surgery
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    • 제44권5호
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    • pp.384-389
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    • 2017
  • Background The aim of this study was to investigate the effects of remote ischemic conditioning on ischemia-reperfusion injury in rat muscle flaps histopathologically and biochemically. Methods Thirty albino rats were divided into 5 groups. No procedure was performed in the rats in group 1, and only blood samples were taken. A gracilis muscle flap was elevated in all the other groups. Microclamps were applied to the vascular pedicle for 4 hours in order to achieve tissue ischemia. In group 2, no additional procedure was performed. In groups 3, 4, and 5, the right hind limb was used and 3 cycles of ischemia-reperfusion for 5 minutes each (total, 30 minutes) was applied with a latex tourniquet (remote ischemic conditioning). In group 3, this procedure was performed before flap elevation (remote ischemic preconditoning). In group 4, the procedure was performed 4 hours after flap ischemia (remote ischemic postconditioning). In group 5, the procedure was performed after the flap was elevated, during the muscle flap ischemia episode (remote ischemic perconditioning). Results The histopathological damage score in all remote conditioning ischemia groups was lower than in the ischemic-reperfusion group. The lowest histopathological damage score was observed in group 5 (remote ischemic perconditioning). Conclusions The nitric oxide levels were higher in the blood samples obtained from the remote ischemic perconditioning group. This study showed the effectiveness of remote ischemic conditioning procedures and compared their usefulness for preventing ischemiareperfusion injury in muscle flaps.

복잡한 환경에서 MTCNN 모델 기반 얼굴 검출 알고리즘 개선 연구 (Research and Optimization of Face Detection Algorithm Based on MTCNN Model in Complex Environment)

  • 부옥매;김민영;장종욱
    • 한국정보통신학회논문지
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    • 제24권1호
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    • pp.50-56
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    • 2020
  • 현재 심층 신경망 이론 및 응용 연구의 빠른 개발로 얼굴 인식의 효과가 향상되고 있다. 그러나 심층 신경망 계산의 복잡성과 탐지 환경의 복잡성으로 인해 얼굴을 빠르고 정확하게 감지하는 방법이 주요 문제가 된다. 이 논문은 FDDB, LFW 및 FaceScrub 공개 데이터 세트를 훈련 표본을 사용하는 단순한 MTCNN 모델을 기반으로 둔다. MTCNN 모델을 분류하고 소개하면서 학습 훈련 속도를 높이고 성능을 향상하는 방법을 모색합니다. 본 논문에서는 다이내믹 이미지 피라미드 기술을 이용하여 기존 이미지 Pyramid 기술을 대체하여 샘플을 분할하고 MTCNN 모델의 OHEM을 훈련에서 제거하여 훈련 속도를 향상시켰다.

Active Learning on Sparse Graph for Image Annotation

  • Li, Minxian;Tang, Jinhui;Zhao, Chunxia
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제6권10호
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    • pp.2650-2662
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    • 2012
  • Due to the semantic gap issue, the performance of automatic image annotation is still far from satisfactory. Active learning approaches provide a possible solution to cope with this problem by selecting most effective samples to ask users to label for training. One of the key research points in active learning is how to select the most effective samples. In this paper, we propose a novel active learning approach based on sparse graph. Comparing with the existing active learning approaches, the proposed method selects the samples based on two criteria: uncertainty and representativeness. The representativeness indicates the contribution of a sample's label propagating to the other samples, while the existing approaches did not take the representativeness into consideration. Extensive experiments show that bringing the representativeness criterion into the sample selection process can significantly improve the active learning effectiveness.

안정화 운동이 뇌졸중 환자의 균형 능력에 미치는 영향 (The Effects of Stabilization Exercise for Balance in Patients With Stroke)

  • 양승훈
    • 대한물리치료과학회지
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    • 제15권1호
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    • pp.29-38
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    • 2008
  • The purposes of this study were to examine whether balance training through stabilization exercise had influence on the improvement of stroke patients' ability in balancing, and to understand whether the effects had the differences to traditional balance training, if it had effects. Subjects were divided into two groups, a stabilization exercise group(n=28) and a conventional balance exercise group (n=28), and a balance exercise program was conducted twice a day, 30 min for 1 time, 10 times a week for 4 weeks. After the program, the stabilization exercise showed significant improvement of balance ability in Bug Balance Scales (BBS), Functional Reach Test (FRT), Timed Up and Go Test (TUG), comparing with the status of pre -training, as well as the conventional balance training (p<.05). Independent samples t-test was executed in order to verify the significancy in the effects between the two groups and the result showed significant improvement in their average value after training for BBS. However, there was no significant difference in TUG and FRT. As a result, it was examined that partially, there was significant difference only in BBS. According to the results as presented above, if stabilization exercise, which can apply diverse movements and postures, properly keeps pace with conventional balance exercise, stroke patients would obtain significant effects on the improvement of balance ability.

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의수제어를 위한 인체학습시스템에 관한 연구 (A Study on Human Training System for Prosthetic Arm Control)

  • 장영건;홍승홍
    • 대한의용생체공학회:의공학회지
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    • 제15권4호
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    • pp.465-474
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    • 1994
  • This study is concerned with a method which helps human to generate EMG signals accurately and consistently to make reliable design samples of function discriminator for prosthetic arm control. We intend to ensure a signal accuracy and consistency by training human as a signal generation source. For the purposes, we construct a human training system using a digital computer, which generates visual graphes to compare real target motion trajectory with the desired one, to observe EMG signals and their features. To evaluate the effect which affects a feature variance and a feature separability between motion classes by the human training system, we select 4 features such as integral absolute value, zero crossing counts, AR coefficients and LPC cepstrum coefficients. We perform a experiment four times during 2 months. The experimental results show that the hu- man training system is effective for accurate and consistent EMG signal generation and reduction of a feature variance, but is not correlated for a feature separability, The cepstrum coefficient is the most preferable among the used features for reduction of variance, class separability and robustness to a time varing property of EMG signals.

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