• 제목/요약/키워드: score function

검색결과 1,525건 처리시간 0.024초

독립성분분석에서 Convolution-FFT을 이용한 효율적인 점수함수의 생성 알고리즘 (An Algorithm of Score Function Generation using Convolution-FFT in Independent Component Analysis)

  • 김웅명;이현수
    • 정보처리학회논문지B
    • /
    • 제13B권1호
    • /
    • pp.27-34
    • /
    • 2006
  • 본 연구에서는 엔트로피를 이용한 독립성분분석(ICA : Independent Component Analysis)에서 점수함수(score function)를 생성하는 알고리즘을 제안한다. 점수함수를 생성하기 위해서 원 신호(original signals)에 대한 확률밀도함수의 추정이 반드시 필요하고 밀도함수가 미분 가능해야 한다. 따라서 원 신호에 따른 적응적인 점수 함수를 유도할 수 있도록 커널 기반의 밀도추정(kernel density estimation)방법을 사용하였으며, 보다 빠른 밀도 추정 계산을 위해서 식의 형태를 컨볼루션(convolution) 변환 한 후, 컨볼루션을 빠르게 계산할 수 있는 FFT(Fast Fourier Transform) 알고리즘을 이용하였다. 제안한 점수함수 생성 방법은 원 신호에 확률밀도분포와 추정된 신호의 확률밀도 분포의 오차를 줄이는 역할을 한다 실험 결과, 암묵신호분리(blind source separation)문제에서 기존의 Extended Infomax 알고리즘과 Fixed Point ICA 보다 원 신호와 유사한 밀도함수를 추정하였고, 분리된 신호의 신호대잡음비등(SNR)에 있어서 향상된 성능을 얻을 수 있었다.

물리치료와 작업치료가 근위축성측삭경화증 환자의 신체적 기능과 삶의 질에 미치는 영향: 사례연구 (The Effect of Physic Function and Quality of Life in Patient with Amyotrophic Lateral Sclerosis through Physical Therapy and Occupational Therapy: A Case Study)

  • 이태식;이환희
    • The Journal of Korean Physical Therapy
    • /
    • 제19권5호
    • /
    • pp.77-85
    • /
    • 2007
  • Purpose: This study was to investigated the effect of physical function and quality of life through physical therapy and occupational therapy by Bobath approach to patient with ALS. Methods: The data of 1 patient with ALS, who visited D hospital in Busan, was collected from June 5, 2006 to August 19, 2007. To determine the physical function and quality of life, Berg Balance Scale (BBS), Gait, Skate. Purdue Pegboard, WHOQOL-BREF, COPM were used. Results: BBS score was increased 0 to 33 in the pre and post test. Gait distance was increased 0m to 500m in pre and post test. Skate score was increased 13 to 22 in the pre and post test, Purdue Pegboard score was increased 0 to 3 in the pre and post test, WHOQOL-BREF was increased 1.92 to 2.46 in the pre and post test. Average COPM score of performance and satisfaction grade of pre test score was 1 then Post test score of performance score increased to 5.7 and satisfaction increased to 4. Conclusion: Physical therapy and Occupational therapy increase physical function and quality of life in ALS patients. Physical therapy and occupational therapy should study more about patients with ALS.

  • PDF

ROBUST ESTIMATION USING QUASI-SCORE ESTIMATING FUNCTIONS FOR NONLINEAR TIME SERIES MODELS

  • Cha, Kyung-Yup;Kim, Sah-Myeong;Lee, Sung-Duck
    • Journal of the Korean Statistical Society
    • /
    • 제32권4호
    • /
    • pp.385-399
    • /
    • 2003
  • We first introduce the quasi-score estimating function and applied the quasi-score estimating function to nonlinear time series models. We proposed the M quasi-score estimating functions bounded functions for the quasi-score estimating functions. Also, we investigated the asymptotic properties of quasi-likelihood estimators and M quasi-likelihood estimators. Simulation results show that the M quasi-likelihood estimators work better than the least squares estimators under the heavy-tailed distributions

청소년이 지각한 가족기능, 사회적 지지 및 삶의 질에 관한 연구 (A study of Family Function and Social Support toward Perceived Quality of Life in Adolescents)

  • 권미경;안혜영;송미령
    • Child Health Nursing Research
    • /
    • 제12권2호
    • /
    • pp.180-188
    • /
    • 2006
  • Purpose: The purpose of this study was to explore family function, social support, perceived quality of life(QOL) in adolescent period and to find out the correlations between family function, social support, perceived QOL in adolescents. Method: The questionnaire to get some information for this study consisted of adolescents'general characteristics, 20 questions regarding family function, 11 questions regarding social support, 8 questions regarding perceived QOL in adolescents. The subjects of this study consisted of 128 adolescents who were living in S area. The data were analyzed by percentage, mean, t-test, ANOVA and Pearson's correlation using the WINSPSS program. Result: The mean score for family function was 3.07(max. : 5) and there was significant difference according to middle-high school student. The mean score for social support was 2.86(max : 5) and there was no significant difference. The mean score for perceived QOL was 4.02(max score: 7) and there was significant difference according to disease condition. There was a positive correlation between family function, social support, perceived QOL in adolescents. Conclusion: Consequently, the development of program, policy assistance and policy implementation to elevate juveniles' perceived quality of life is strongly required.

  • PDF

Comparison of Change-point Estimators with Scores

  • 김재희;서현주
    • Journal of the Korean Data and Information Science Society
    • /
    • 제13권1호
    • /
    • pp.165-175
    • /
    • 2002
  • We consider the problem of estimating the change-point in mean change model with the one change-point. Lombard (1987) suggested change-point estimation based on score functions. Gombay and Huskova (1998) derived a class of change-point estimators with the score function of rank. Various change-point estimators with the log score functions of ranks are suggested and compared via simulation.

  • PDF

걷기운동 및 Thera-Band를 이용한 하지근육 강화운동이 류마티스 관절염 환자의 통증, 피로, 신체적 기능정도 및 질병활성도에 미치는 효과 (Effects of Brisk Walking & Muscle Strengthening Exercise Using Thera-band on Pain, Fatigue, Physical Function, and Disease Activity in Patients with Rheumatoid Arthritis)

  • 이은남
    • 재활간호학회지
    • /
    • 제4권1호
    • /
    • pp.84-93
    • /
    • 2001
  • The effects of brisk walking & muscle strengthening exercise on pain, fatigue, physical function & disease activity were examined in 28 patients with rheumatoid arthritis. Research design was a quasi-experimental study of non-equivalent control group pretest-posttest design. 14 for the experimental group and 14 for the control group were selected from the out patients on rheumatoid arthritis clinic of Dong-A University Hospital. The experimental group underwent 16 weeks of brisk walking and muscle strengthening exercise using Thera-Band. Pain, fatigue, physical function & disease activity was measured before and after 16 weeks of exercise. At baseline test, Fatigue & physical function score between groups were significantly different. So differences with in experimental group(baseline versus follow up) were compared with differences within the control group by Mann-Whitney test. There were significant differences between groups in the difference score on pain (U=6.50 p<.001) and fatigue (U=26.5 p<.01). For the experimental group, the score on the pain & fatigue was significantly decreased but no changed for the control group. Also there was a significant differences between groups in the difference score of the physical function (U=22.5 p<.001). For the experimental group, the score of the physical function has been significantly in creased. However, for the control group, it has been no changed. But there were no significant differences between groups in the ESR (erythrocyte sedimentation rate) and the CRP (C-reactive protein)level. In summary, brisk walking & muscle strengthening exercise led to significant improvements in pain, fatigue, and physical function without exacerbating disease activity in patients with rheumatoid arthritis.

  • PDF

한국 여자 노인의 인지능력과 영양섭취패턴과의 관계 (Relationship between Cognitive Function and Dietary Patterns in Korean Elderly Women)

  • 김정현;강순아;안향숙;정인경;이일하
    • Journal of Nutrition and Health
    • /
    • 제31권9호
    • /
    • pp.1457-1467
    • /
    • 1998
  • The relationship between cognitive function and dietary patterns in Korean elderly women was investigated in this study. Twenty-four-hour dietary recall and cognitive function tests were performed in 170 elderly women aged over 60 years. Average age of the subjects was 71 years and the average number of family members was 3.3. Most of the subjects had less than seven years of education and their monthly income was much lower than the Korean average. Most of the subjects engaged in regular exercise and did not indulge in drinking and smoking. The average cognitive function score of the subjects was 58.4. Most of the subjects appeared to consume insufficient amount of food ; average intakes of energy, Ca, iron, vitamin A, and riboflavin were lower than RDA for the elderly. Cognitive function score was positively related to education level and regularity of exercise. Also, cognitive function score had a strong relationship with food intake such as total amounts of foods, fish and shellfish, milk and dairy products, total animal food, fruit, bread and sugar. Energy, protein, Ca, p, riboflavin, and niacin were also shown to have positive relationships to cognitive function score, while carbohydrate caloric ratio had a negative relationship with cognitive function. According to the results of multiple regression analysis, factors that most influenced on cognitive function were education level and riboflavin intake. The subjects who had more than seven years of education had significantly higher cognitive function scores than those with no school education. And cognitive function scores f3r those who consumed more than 2/3 of the RDA for most nutrients were significantly higher than the ones fir the subjects who consumed less than 2/3 of the RDA. These results suggest that proper education and adequate nutrient intake in quantity and quality by achieving food diversity are essential in maintaining cognitive function in later life (Korean J Nutrition 31(9) : 1457-1467, 1998)

  • PDF

경도 치매노인을 대상으로 한 디지털 집단 회상 프로그램의 효과 (The Effect of Digital Group Reminiscence Program for the Elderly with Mild Dementia)

  • 이영옥;김건엽
    • 농촌의학ㆍ지역보건
    • /
    • 제48권2호
    • /
    • pp.91-102
    • /
    • 2023
  • Objective: This study aimed to evaluate the effects of a digital group reminiscence program on elderly patients with mild dementia who were registered with Day Care Centers. Methods: The study was conducted with elderly patients with mild dementia in Day Care Centers in D city. The patients were randomly assigned to either the experimental group or the control group and were assessed for cognitive function, depression, and ego integrity using pre-test and post-test designs. A digital group reminiscence program was applied to the experimental group. Data was collected from July 5 to September 17, 2021, using questionnaires in three sessions. Results: The pre-test cognitive function score was 12.00 in the experimental group and 11.09 in the control group. The post-test cognitive function score was 19.20 in the experimental group and 14.42 in the control group. The later cognitive function score was 18.00 in the experimental group and 13.31 in the control group. The pre-test depression score was 8.32 in the experimental group and 9.91 in the control group. The post-test depression score was 6.05 in the experimental group and 8.82 in the control group. The later depression score was 6.94 in the experimental group and 9.02 in the control group. The pre-test ego integrity score was 41.39 in the experimental group and 39.55 in the control group. The post-test ego integrity score was 57.95 in the experimental group and 51.41 in the control group. The later ego integrity score was 55.88 in the experimental group and 42.15 in the control group. Cognitive function, depression, and ego integrity showed significant differences according to group (p<.05), time (p<.001), and interaction between group and time (p<.01). Conclusion: The digital group reminiscence program was found to be effective in improving cognitive function and ego integrity and reducing depression in elderly patients with mild dementia. Further research is needed to explore the effects of repetitive digital group recall programs based on the progress, course, age, and communication level of dementia.

요양원 노인의 신체적, 인지적, 사회적 기능상태에 관한 연구 (A Study on Physical, Cognitive, and Social Functioning Levels in Institutionalized elderly)

  • 김정순;권자연
    • 지역사회간호학회지
    • /
    • 제7권2호
    • /
    • pp.216-228
    • /
    • 1996
  • The purposes of this study were to investigate levels of physical, cognitive, and social functioning in institutionalized elderly. The subjects were 78 residents of a nursing home for the elderly in Pusan. The data were collected from June 24th to July 8th, 1996 using interview and observational method. The structured questionnaires developed by Kim, by Kwon & Park, and by researcher were adopted to measure physical, cognitive, and social function, respectively. The data were analyzed using percentages, means, t test, ANOVA, Pearson correlation coefficient, Cronbach's alpha with the SPSS PC programs. The results were summarized as follows: 1. 34.2% of the subjects had a paralysis, strokes 26.3%, hearing impairment 15.9%, vision impairment 11.8%, mental disturbance 11.8%, cognitive disturbance 10.5%. 2. The mean score on the physical function for the subjects was 73.14, and the items with low functioning levels were 'ascending the stairs', 'bathing' in that order. There was no significant difference in physical function according to the following demographic characteristics: sex, age, and education level. 3. 50.0% of subjects was categorized 'definite dementia', 'questionable dementia' 11.5%, 'definite non-dementia' 38.5%. There was a significant difference in cognitive function according to sex, but were no significant differences according to following demographic characteristics: age and education level. 4. The mean score on the social function for the subjects was 17.60. The items with comparatively high score were in simple activities such as 'enjoying talking with his friends', 'watching TV or listening to the radio', and the items with low score were in complex activities such as 'enjoying a hobby',. 'enjoying a game', 'reading the newspaper or book'. There were no significant differences in social function according to sex and age, but was a significant difference according to education level. 5. Social function was positively correlated with both physical function and cognitive function.

  • PDF

실버인지건강프로그램이 노인의 인지기능 향상에 미치는 영향에 대한 연구 (The Study of the Effect on the Improvement of Cognitive function by Cognitive Health Program)

  • 김능연;정현종;장아령
    • 한국노년학
    • /
    • 제39권4호
    • /
    • pp.801-824
    • /
    • 2019
  • 현 고령화 사회로 치매에 대한 관심이 높아지고 있다. 하지만 치매예방에 대한 국가 차원의 프로그램이 미흡한 실정이다. 치매 예방 프로그램과 보급을 위해, 인지 기능 향상 프로그램을 실시하고 인지 기능 변별력, 구성력, 사고력, 기억력, 집중력으로 나누어 평가하여, 이러한 프로그램이 노인의 인지 기능에 구체적으로 어떤 영향을 미치는지 알아보고자 한다. 실버인지 건강 프로그램을 편성하고, 실험 군과 대조군을 모집해 3개월 동안 프로그램을 실시하고 실험 군과 대조군을 대상으로 MMSE-DS, 노인 우울척도, 인지영역테스트 실시하여 설문조사 방법을 통해 전후를 비교, 분석한다. 연구결과는 다음과 같다. 1. 프로그램 진행 전과 후의 인지 기능, MMSE-DS, 노인 우울척도를 비교한 결과 인지건강프로그램이 인지기능, MMSE-DS 및 노인우울척도 개선에 유의한 효과가 있었다. 2. 인지 기능을 5개 영역으로 나누어 테스트한 결과 기억력, 사고력, 집중력, 변별력, 구성력 순으로 향상되었다. 3. 인지건강 프로그램 실시 후 기억력과 사고력이 가장 많은 변화를 보였는데 뇌의 노화가 기억력과 사고력 부분에 많이 일어나므로, 이에 대한 집중적인 교육이 더 좋은 효과를 가져 올 수 있다.