• 제목/요약/키워드: inclusion-exclusion method

검색결과 63건 처리시간 0.024초

베이지안 기반의 근전도 발화 측정을 이용한 낙상의 예측 (Bayesian Onset Measure of sEMG for Fall Prediction)

  • 박성식;김기훈
    • 로봇학회논문지
    • /
    • 제19권2호
    • /
    • pp.213-220
    • /
    • 2024
  • Fall detection and prevention technologies play a pivotal role in ensuring the well-being of individuals, particularly those living independently, where falls can result in severe consequences. This paper addresses the challenge of accurate and quick fall detection by proposing a Bayesian probability-based measure applied to surface electromyography (sEMG) signals. The proposed algorithm based on a Bayesian filter that divides the sEMG signal into transient and steady states. The ratio of posterior probabilities, considering the inclusion or exclusion of the transient state, serves as a scale to gauge the dominance of the transient state in the current signal. Experimental results demonstrate that this approach enhances the accuracy and expedites the detection time compared to existing methods. The study suggests broader applications beyond fall detection, anticipating future research in diverse human-robot interface benefiting from the proposed methodology.

PET/CT 검사 시 혈관삽입기구 내 잔여 방사능 위치에 따른 표준섭취계수의 영향 비교 평가 (Comparative Evaluation for the Effect of SUV's Due to a Residual Radio-activity Location Inside Vascular Insert Devices During PET/CT Scans)

  • 심우용;김정열;조석원;오신현;임한상;박훈희
    • 핵의학기술
    • /
    • 제18권1호
    • /
    • pp.94-97
    • /
    • 2014
  • PET/CT 영상에서 표준섭취계수(Standardized uptake value, SUV)는 간단한 반정량적인 방법으로 정상 조직과 종양 조직의 섭취 비를 측정하여 임상에서 육안적인 평가와 함께 유용하게 사용되고 있지만 많은 변수들로 인해 SUV에 영향을 주게 된다. 그 중 혈관 삽입기구나, 주사 부위의 잔여 방사능과 그 위치에 따라서 영향을 평가해 보고자 한다. GE Discovery 600 (GE Healthcare, MI, USA)과 NEMA IEC Body Phantom을 사용하였다. $^{18}F-FDG$ 5.7 kBq/mL를 물과 함께 phantom에 채웠고, 22 mm 직경의 구에 7.4, 14.8, 22.2, 29.6, 37, 55.5 MBq로 변화하여 SFOV에 포함, 불포함 그리고 끝단에 걸쳐진 조건으로 시뮬레이션 하였다. 획득된 영상에 관심영역을 설정하여 SUV에 미치는 영향을 비교 평가하였다. SFOV 포함 여부에 따라 구분한 3 그룹에서 방사능량에 상관없이 SFOV에 포함되지 않은 것이 가장 높은 SUV를 나타내었으며, 끝단에 걸친 것, 포함된 순으로 SUV의 변화가 있었다. 이중 구의 방사능량이 7.4 MBq의 경우 SFOV에 포함과 끝단에 걸친 위치의 경우 평균 SUV는 0.780, 0.840로 나왔으며 SFOV 밖에 위치 할 경우 0.896이 나왔다. 22.2 MBq과 55.5 MBq의 SUV는 동일한 순서대로 0.600, 0.700, 0.728, 0.372, 0.460, 0.508로 나왔으며, 구의 잔여방사능량에 따라 최소 10.4% 최대 62.8% 차이를 보였다. 본 연구를 통해 혈관삽입기구에 잔여 방사능이 많이 남아 있을수록 SUV를 과소평가하였다. 또한 SFOV에 포함여부에 따라서도 SUV의 변화가 있었으며, 포함되지 않았을 때 가장 적은 차이를 알 수 있었다. 추후에 혈관 삽입 기구 내 잔여 방사능과 환자의 혈관외 누출에 따른 방사능을 측정 할 수 있다면 임상에 더욱 도움이 되리라 사료된다.

  • PDF

다이어볼릭 큐브(Diabolical Cube)를 활용한 영재교육 자료 개발에 대한 연구 (A Study on Development of Gifted Educational Materials Using Diabolical Cube)

  • 심상길
    • 한국수학교육학회지시리즈E:수학교육논문집
    • /
    • 제25권1호
    • /
    • pp.207-219
    • /
    • 2011
  • 본 연구는 영재를 위한 교육 자료 개발을 위해 다이어볼릭 큐브의 특징에 대해 탐구하고, 영재들에게 제공할 수 있는 문제 상황에 따른 다이어볼릭 큐브 활용의 구체적인 예를 제시하였다. 다이어볼릭 큐브는 모든 조각이 평편한 조각으로 구성되어 있어 평면구성 활동과 입체구성 활동이 모두 가능하다. 조각의 선택에서는 사용가능한 조각들의 조합을 모두 찾은 후 포함-배제 방법을 사용하여 시행착오를 줄이는 분석적인 접근으로, 1개 이상의 답이 있는 문제에서 모든 답을 찾을 수 있고, 가장 많은 답을 갖는 모양 찾기와 개방형 문제를 해결할 수 있다. 본 연구에서 제시한 활동의 예를 이용하여 영재들에게 제공할 수 있는 학습 자료와 교사의 발문, 그리고 학생에게 제기할 수 있는 문제 등을 조직할 수 있고, 이를 바탕으로 학생들의 수준이나 요구 수업의 목표나 목적 등에 따라 단계적으로 계획을 수립하여 수업에 활용할 수 있다.

뇌졸중환자에게 적용된 트레드밀훈련의 효과 및 방법에 대한 체계적 고찰 (A Systematic review of effects and methods of treadmill training applied to stroke patients)

  • 김정자;이종원
    • 대한물리치료과학회지
    • /
    • 제27권2호
    • /
    • pp.63-79
    • /
    • 2020
  • Background: A physical therapy is required to restore motor function of stroke patients, especially gait function improvement is very important to them. Design: Systemic review. Methods: The purpose of this study is to provide objective evidence for the effectiveness of the treadmill training method applied to stroke patients. The literature search for a systematic review was performed on domestic data published from 2010 to 2020 at KISS, RISS, and DBpia. Results: 40 papers meeting the inclusion/exclusion criteria were finally selected. Data analysis was performed according to the research type, intervention method and process, measurement variables, and the risk of bias assessment was conducted as quality evaluation. Conclusion: Various training methods have been suggested and proved that treadmill intervention is an effective method for improving gait and balance. As the goal of rehabilitation for stroke patients is to improve walking and balance, we expect continuous clinical research to continue to establish a more systematic training program and present a new paradigm.

Effectiveness of a Training Program Based on Stress Management on NEDSA Staff and Line Staff

  • Azad, Esfandiar;Hassanvand, Bagher;Eskandari, Mohsen
    • Safety and Health at Work
    • /
    • 제13권2호
    • /
    • pp.235-239
    • /
    • 2022
  • Background: The purpose of present study was to determine the effectiveness of training program based on job stress management in NEDSA and line staff. Methods: The study method of this study was quantitative and quasi-experimental research Methods: From the statistical population (all employees of the NEDSA and line staff in 2020-2021), 30 of these people were selected by judgmental sampling method and considering the inclusion and exclusion criteria. The participants were first matched based on age and education and were randomly divided into experimental and control groups. First, pre-test was taken from both groups (Job Stress Questionnaire). The experimental group was presented with a job stress management training package and no protocol was presented in the control group. After the sessions, post-test was received from both groups (experimental and control). After two months, a follow-up test was performed. Results: The results were entered into SPSS-24 software and analyzed. The results of repeated measure showed high effectiveness of the job stress management package (researcher-made). The results showed that the job stress management training package showed 67.5% effectiveness and also the training effect of job stress management training was stable for two months (follow-up). Conclusion: Based on these results, Training program based on stress management can be effective in military staff.

Trends of Clinical Research on Facial Spasm in Korean Medicine: A Review of Case Studies

  • Hea Sun Chun;Ju Chul Kim
    • Journal of Acupuncture Research
    • /
    • 제40권2호
    • /
    • pp.97-110
    • /
    • 2023
  • This review aimed to examine and analyze trends of clinical research using case studies on facial spasms in Korean medicine. Seven web databases were searched for case studies on facial spasms using Korean and English search terms. Case studies were selected using the exclusion and inclusion criteria. Overall, 13 case studies were selected, analyzed, and classified according to the publication year and journal, study participants, cause, treatment methods, pattern identification, evaluation methods, improvement, and side effects. Case studies reporting on various treatment methods in Korean medicine, including acupuncture and pharmacopuncture for facial spasms, have been published since 2000. In addition, studies on new treatment methods in Korean medicine for facial spasm have been published. Combination therapy is the most common method used in Korean medicine-based case studies; therefore, future studies on single treatment are necessary. Most of the case studies on Korean medicine reported improved symptoms and patient satisfaction with the Korean medicine treatment method. No side effects were reported, except for facial swelling and bruising, indicating that Korean medicine treatment methods for facial spasm were safe and effective. Therefore, the Korean medicine treatment methods for facial spasm can be actively used in clinical practice and future research.

한정된 응급시설의 최적위치 문제 (Optimal Location Problem for Constrained Number of Emergency Medical Service)

  • 이상운
    • 한국컴퓨터정보학회논문지
    • /
    • 제18권10호
    • /
    • pp.141-148
    • /
    • 2013
  • 본 논문은 여러 구역으로 분할된 도시에서 응급환자가 발생하였을 때 이에 대처하기 위한 최대 허용 도착시간 T를 충족시키면서, 응급시설 수 p를 한정시켰을 때 최대한의 주민수를 커버할 수 있는 응급시설의 최적 위치를 결정하는 알고리즘을 제안하였다. 이 문제는 일반적으로 두 구역 간 소요시간이 최대허용 도착시간이내이면 1로, 그렇지 않으면 0으로 하는 정수계획법으로 변환시키고, 선형계획법 도구를 활용하여 해를 구한다. 본 논문은 p=1인 경우 최대로 커버하는 노드로 결정하며, $p{\geq}2$인 경우 최대한으로 커버할 수 있는 노드 상위 5개를 $p_1$기준으로 포함-배제 원칙을 적용하여 $p_1$이 커버하는 영역을 삭제하였을 때 남은 노드들 중에서 최대로 커버하는 노드를 $p_2$로, $p_1,p_2$ 커버 영역을 삭제시 최대로 커버할 수 있는 노드를 $p_3$로 결정하였다. 이들 5개 기준 노드 집합 들 중에서 최대로 커버하는 노드 집합을 최적의 응급시설 위치로 결정하였다. 제안된 알고리즘을 12-노드 망, 21-노드 망과 Swain의 55-노드 망에 적용한 결과 최적해를 쉽고 빠르며, 정확하게 결정할 수 있었다.

A review of cognitive orientation to daily occupational performance with stroke

  • Ahn, Si-Nae
    • Physical Therapy Rehabilitation Science
    • /
    • 제6권4호
    • /
    • pp.202-207
    • /
    • 2017
  • Objective: The self-decisions of the client regarding the meaningful work as a therapeutic approach of client-orientation. The Cognitive Orientation to daily Occupational Performance (CO-OP) is an occupation-oriented problem-solving approach. The purpose of this study was to describe the goals and intervention protocols of CO-OP in those affected by stroke. Design: A systematic review. Methods: Using EBSCOhost, PubMed, and ProQuest databases, we searched studies published in the past decade that utilized the CO-OP intervention. An initial search revealed 71,171 potential articles. After applying our search criteria to screen the titles, abstracts, and full-text, we included 7 articles that met our inclusion and exclusion criteria. In this study, we used the patient, intervention(s), comparison, outcome method to analyze the 7 selected studies. We analyzed the frequency of goals and intervention protocols. Results: Seven articles met our selection criteria; these studies included participants with an almost normal cognitive function from inpatient and outpatient rehabilitation facilities. CO-OP was used for 237 goals; the most used goal was the instrumental activities of daily living. The training procedure used 3 types of self-selecting goals in the activities. One of the goals was not trained, but was only evaluated to determine the generation effect. The most common outcome measurements included the Canadian Occupational Performance Measure and the Performance Quality Rating Scale. Conclusions: This research provided information about the effectiveness of CO-OP and selecting the correct evaluation tool to assess the efficiency of the intervention. This study suggests that treatment with CO-OP in occupational therapy is effective and that it outlines common protocols.

Bayesian smoothing under structural measurement error model with multiple covariates

  • Hwang, Jinseub;Kim, Dal Ho
    • Journal of the Korean Data and Information Science Society
    • /
    • 제28권3호
    • /
    • pp.709-720
    • /
    • 2017
  • In healthcare and medical research, many important variables have a measurement error such as body mass index and laboratory data. It is also not easy to collect samples of large size because of high cost and long time required to collect the target patient satisfied with inclusion and exclusion criteria. Beside, the demand for solving a complex scientific problem has highly increased so that a semiparametric regression approach could be of substantial value solving this problem. To address the issues of measurement error, small domain and a scientific complexity, we conduct a multivariable Bayesian smoothing under structural measurement error covariate in this article. Specifically we enhance our previous model by incorporating other useful auxiliary covariates free of measurement error. For the regression spline, we use a radial basis functions with fixed knots for the measurement error covariate. We organize a fully Bayesian approach to fit the model and estimate parameters using Markov chain Monte Carlo. Simulation results represent that the method performs well. We illustrate the results using a national survey data for application.

Seismic Analysis on Recycled Aggregate Concrete Frame Considering Strain Rate Effect

  • Wang, Changqing;Xiao, Jianzhuang;Sun, Zhenping
    • International Journal of Concrete Structures and Materials
    • /
    • 제10권3호
    • /
    • pp.307-323
    • /
    • 2016
  • The nonlinear behaviors of recycled aggregate concrete (RAC) frame structure are investigated by numerical simulation method with 3-D finite fiber elements. The dynamic characteristics and the seismic performance of the RAC frame structure are analyzed and validated with the shaking table test results. Specifically, the natural frequency and the typical responses (e.g., storey deformation, capacity curve, etc.) from Model 1 (exclusion of strain rate effect) and Model 2 (inclusion of strain rate effect) are analyzed and compared. It is revealed that Model 2 is more likely to provide a better match between the numerical simulation and the shaking table test as key attributes of seismic behaviors of the frame structure are captured by this model. For the purpose to examine how seismic behaviors of the RAC frame structure vary under different strain rates in a real seismic situation, a numerical simulation is performed by varying the strain rate. The storey displacement response and the base shear for the RAC frame structure under different strain rates are investigated and analyzed. It is implied that the structural behavior of the RAC frame structure is significantly influenced by the strain rate effect. On one hand, the storey displacements vary slightly in the trend of decreasing with the increasing strain rate. On the other hand, the base shear of the RAC frame structure under dynamic loading conditions increases with gradually increasing amplitude of the strain rate.