• 제목/요약/키워드: Management diagnosis

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Web환경기반의 뇌졸중 초기진단 전문가시스템 설계 (Design the Expert Systems for the Stroke Early Diagnosis based in Web Environment)

  • 이주원;정원근;박성록;이건기
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(5)
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    • pp.269-272
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    • 2002
  • In this study, we designed the expert system for the diagnosis of stroke. The causes of stroke in central nervous systems are very diverse, so a doctor who treats the patients with stroke must have the expert knowledge for the quick and correct diagnosis and for the adequate medical management. But the primary physician who engaged in the primary care of the patient with stroke does not have the export knowledge for the stroke. So, we need to develop the expert system for assisting the diagnosis of stroke. Also the diagnosis system can be used as simulator for the medical students who study the neurology. In this study, we developed the diagnosis expert system that offer a pathological name provided by artificial neural networks. And we designed the inference engine and interfaces. The artificial neural network is a system that provide a possible diagnosis of stroke. We implemented the system using Windows2000 Server, IIS5.0 and ASP.

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Looking beyond Piriformis Syndrome: Is It Really the Piriformis?

  • Shivam Sharma;Harmanpreet Kaur;Nishank Verma;Bibek Adhya
    • Hip & pelvis
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    • 제35권1호
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    • pp.1-5
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    • 2023
  • Piriformis syndrome is a common differential diagnosis related to sciatica. The following review provides a concise synopsis of the diagnosis, management, history, and alternatives to diagnosis of piriformis syndrome. A search of the literature for research articles related to piriformis syndrome and associated differential diagnosis of sciatica was conducted. A thorough review of the included articles found that the condition known as piriformis syndrome is over-diagnosed and that potential anatomic and biomechanical variations originating in the pelvic region might be related to the complaint of sciatica. The criteria for diagnosis are based on findings from both physical examination and radio imaging. Piriformis syndrome resembles a variety of clinical conditions; therefore, conduct of future studies should include development of a validated method for evaluation as well as clinical criteria for diagnosis of piriformis syndrome.

한국 성인의 정상 보행데이터를 이용한 보행진단 지원 시스템의 개발 (Development of a Gait Diagnosis Supporting System using Korean Normal Gait Data)

  • 김동진;유태범;권세만;최화순;정민근
    • 대한산업공학회지
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    • 제33권4호
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    • pp.480-486
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    • 2007
  • A gait diagnosis supporting system is necessary to evaluate the characteristics of abnormal gait of a patient in a systematic and efficient manner. The present study developed a gait diagnosis supporting system which compares abnormal gait of a patient with a reference gait data and presents abnormal gait characteristics in an organized form. Three types of diagnosis modules were developed for the spatio-temporal, kinematic and kinetic gait parameters, and a gait data for Korean normal adults was used for the reference data of the system. The system was applied to evaluate the gait pattern of three arthritis patients and the abnormal gait characteristics of them could be easily identified with a systematic and graphical presentation.

Six-Box Model을 이용한 일개대학 부속 한방병원의 조직진단과 직무만족, 조직몰입에 미치는 영향 (Effect of Organizational Diagnosis, Job Satisfaction and Organizational Commitment of a Single-grade Korean Medicine Hospital Using Six-Box Model)

  • 안화영;권성복
    • 보건의료산업학회지
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    • 제12권1호
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    • pp.35-46
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    • 2018
  • Objectives : The purpose of this study was to present basic data on organizational changes in a Korean medicine hospital by performing organizational diagnosis and examining the job satisfaction and organizational commitment of the hospital. Methods : The subjects were a total of 218 employees in four Korean medicine hospitals, and data were collected from 1st to 25th September 2015. Using SPSS 21.0, frequency analysis, technical statistical analysis, t-test, ANOVA, Pearson's correlation analysis, and multiple regression analysis were performed. Results : The Korean medicine hospital tended to value relationships, the rewards for and attitudes towards change were low. The number of participants in this study with higher organizational diagnosis scores was high for job satisfaction and organizational commitment, and there was a strong positive correlation. It was seen that rewards, relationship, helpful mechanisms, and leadership among organizational diagnosis areas had an effect on job satisfaction, and helpful mechanisms, purposes, and leadership had an effect on organizational commitment. Conclusions : These findings will be useful because policies, research, and education are needed to facilitate organizational changes in Korean medicine hospitals.

Intelligent Fault Diagnosis System for Enhancing Reliability of Coil-Spring Manufacturing Process

  • 허준;백준걸;이홍철
    • 대한안전경영과학회지
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    • 제6권3호
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    • pp.237-247
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    • 2004
  • The condition of the manufacturing process in a factory should be diagnosed and maintained efficiently because any unexpected disorder in the process will be reason to decrease the efficiency of the overall system. However, if an expert experienced in this system leaves, there will be a problem for the efficient process diagnosis and maintenance, because disorder diagnosis within the process is normally dependent on the expert's experience. This paper suggests a process diagnosis using data mining based on the collected data from the coil-spring manufacturing process. The rules are generated for the relations between the attributes of the process and the output class of the product using a decision tree after selecting the effective attributes. Using the generated rules from decision tree, the condition of the current process is diagnosed and the possible maintenance actions are identified to correct any abnormal condition. Then, the appropriate maintenance action is recommended using the decision network.

Artificial Intelligence Plant Doctor: Plant Disease Diagnosis Using GPT4-vision

  • Yoeguang Hue;Jea Hyeoung Kim;Gang Lee;Byungheon Choi;Hyun Sim;Jongbum Jeon;Mun-Il Ahn;Yong Kyu Han;Ki-Tae Kim
    • 식물병연구
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    • 제30권1호
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    • pp.99-102
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    • 2024
  • Integrated pest management is essential for controlling plant diseases that reduce crop yields. Rapid diagnosis is crucial for effective management in the event of an outbreak to identify the cause and minimize damage. Diagnosis methods range from indirect visual observation, which can be subjective and inaccurate, to machine learning and deep learning predictions that may suffer from biased data. Direct molecular-based methods, while accurate, are complex and time-consuming. However, the development of large multimodal models, like GPT-4, combines image recognition with natural language processing for more accurate diagnostic information. This study introduces GPT-4-based system for diagnosing plant diseases utilizing a detailed knowledge base with 1,420 host plants, 2,462 pathogens, and 37,467 pesticide instances from the official plant disease and pesticide registries of Korea. The AI plant doctor offers interactive advice on diagnosis, control methods, and pesticide use for diseases in Korea and is accessible at https://pdoc.scnu.ac.kr/.

한의전자차트에서 진단 지원 기능의 활용도에 대한 설문조사 (A Survey on Usages of Decision Support Functionalities in Korean Medicine Electronic Charts)

  • 김상균;장현철;송미영;김철;예상준;김안나;이승일
    • 한국한의학연구원논문집
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    • 제18권2호
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    • pp.117-122
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    • 2012
  • Objectives : A Survey was conducted to find out usages of Korean medicine electronic charts and requirements of clinical decision support functionalities in the charts. Methods : An e-mail was sent to about 12,000 Korean medicine doctors that was affiliated to the Association of Korea Oriental Medicine. 250 doctors answered the questionnaires during one week. Results : Most doctors of 83% answered in use the electronic charts and use it mainly to insurance claims. 46% of them felt that diagnosis functions need to be improved first in the electronic charts. Moreover, 66% of them answered that expert systems to support diagnosis is required if provided. Conclusions : The clinical decision support systems help doctors diagnosis patients in a desirable manner. Many researches have been proposed about them in modern medical science, while a few studies suggested in Korean medicine. In the future, more researches in the field of diagnosis of electronic charts should be proceeded.

재가 갑상선암 환자를 위한 지역암센터 자가관리프로그램 중재 효과에 대한 예비연구 (The Effect of a Community-Based Self-Management Program for Patients at Thyroid Cancer-Diagnosis Stage : a Pilot Study)

  • 유혜라;부선주;전미선;조은미
    • 한국보건간호학회지
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    • 제29권3호
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    • pp.582-593
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    • 2015
  • Purpose: This study was conducted to examine the effectiveness of a self-management program on patients with thyroid cancer, particularly during the time of waiting for surgery after cancer diagnosis. Psychological distress, biological responses of immune cell counts, and quality of life were the variables of this study. Methods: One group pre-post test design was used with the nature of a pilot study. Ten newly diagnosed thyroid cancer patients were recruited through physicians' referrals. After drop out of 4 participants, final data were collected from six participants. Small group technique, a one and half hour-session per week for one month (total 4 sessions, 6 hours) was used. Relaxation techniques, meditation training, and strategies to reduce distress were provided by researchers. Standardized questionnaires and an established bio-assay were used for collection of data. Results: Participants showed significant lowering of psychological distress (p<.05) and improvement in global quality of life (p<.05). Biological responses of immune cell counts did not show statistical significance. Conclusion: The self-management program may reduce psychological distress and improve quality of life of patients with thyroid cancer between the time of diagnosis and surgery. The self-management program would be a valuable approach for patients with an unexpected cancer diagnosis to prepare for their disease experience in a community setting.

의원의 특성에 따른 상병진단군의 분포에 대한 연구 (Chracteristics of Primary Health Practice and Diagnosis-Cluster Pattern in Health Insurance)

  • 윤종률;문옥륜;허정;김창엽
    • 보건행정학회지
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    • 제3권2호
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    • pp.100-129
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    • 1993
  • This study is designed to find out some intra-clinic factors affecting the content of practice provided by primary care physicians in Korea, and proposed factors in this study are characteristcs of each private clinc --- physician-related variables(age, sex, specialty), bfed-related variables for inpatient care, laboratory-related variables for precise diagnosis. We have tried to estimate the difference of disease entities cared by each primary care physician according to above factors by analyzin gdisease data claimed during one month(April, 1992) to National Federation of Medical Insurance. The diagnosis codes by ICD-9 in the research disease data were reclassified to 'diagnosis clusters' by virtue of clinical similarities for effective analyses. We have converted frequent-tsing ICD-9 codes to 86 diagnosis clusters, which incorporated 97.4 percents of all ambulatory visits to private clinics. This result means proposed diagnosis-cluster method is effective tool for analysis of the content of ambulatory medical care carried out by primary care physicians. Comparisons and analyses of multiple diagnosis-clusters made on the basis of presented factors were done and the results were as follows; - Major factors affecting the difference between diagnosis-cluster pattern by each variables were phyusician's age, sex, specialty and bed counts of each private clinic for inpatient care and the size of laboratories of each clinic. - Middle aged(30th to 40th) group physicians are providing more comprehensive care than 20th or above 50th aged groups. Male physicians are more adequate for comprehensive care than female physicians, because woman-doctors are providing narrow-spectrum care. The content of practice of obstetricians and gynecologists shows much difference from primary medical practice, and they cannot be included in primary care physician, this study suggested. Pediatricians are also providing short-spectum acre, and nearly all visits to pediatricians were incorporated only 2-3 diagnosis-clusters. General surgeons' practices are very similar to general practioners' or family physicians' practices, the means they are providing primary care rather than special surgical care. And small number of beds(under 5 beds) and only basic(2-3 sorts of)diagnostic apparatuses are sufficient for primary physicians' clinic to carry out primary care. In conclusion, to reinforce primary care department in Korea, there must be support with health policy to expand office-based primary care practice-- with small number of beds for inpatient care and only basic laboratories-- provided by general practitioner of family physician.

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청소년의 휴대전화 중독 예방에 대한 교육 요구 (Educational Needs for Prevention of Cell Phone Addiction in Korean Adolescents)

  • 구현영;박현숙
    • Child Health Nursing Research
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    • 제16권4호
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    • pp.304-313
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    • 2010
  • Purpose: This study was done to develop an educational needs scale for the prevention of cell phone addiction and to investigate the educational needs for prevention of cell phone addiction in Korean adolescents. Methods: The participants were 609 adolescents in one middle school and two high schools. Data were collected through self-report questionnaires, and analyzed using the SPSS program. Results: Twenty items regarding the educational needs for prevention of cell phone addiction were selected for the final scale, and categorized into 3 factors (diagnosis and management, properties, and definition and actual condition) which explained 61.09% of the total variance. The educational needs for the prevention of cell phone addiction in adolescents were moderate, with items related to diagnosis and management ranked as most important. The educational needs for prevention of cell phone addiction varied by gender, grade, academic achievement, perception of health status, satisfaction with school, and text messaging participants. Conclusion: The findings indicate that educational needs for diagnosis and management of cell phone addiction ranked as most important in adolescents. Therefore, programs related to the prevention and management of cell phone addiction based on the educational needs of adolescents should be provided.