• 제목/요약/키워드: Diagnosis related group

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설문지를 이용한 피로 진단 지표 연구 (Indicator of Diagnosing Fatigue by Analyzing Questionnaire Data)

  • 윤탁현;박수정;최나래;김명;주종천;권영미
    • 대한한의진단학회지
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    • 제17권3호
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    • pp.179-188
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    • 2013
  • Objectives This study was designed to development the diagnosis indicators for the fatigue group without disease using analysis of questionnaire data. Methods The subjects were divided into three groups, the fatigue group with disease, the fatigue group without disease, non-fatigue group without disease. Thirteen kinds of questionnaire (Fatigue visual analogue scale, Fatigue severity scale, Pain visual analogue scale, Short-form McGill pain questionnaire score, Headache impact Test-6, Neck disability index, Oswestry low back pain disability questionnaire score, Blood stasis assessment scale, Physical activities questionnaire score, Beck depression inventory, Anger expression inventory score, Mood disability scale, Job stress scale) were carried out for the subjects. Results The results of this study are ; 1) The weight, the systolic and diastolic blood pressure were different among three groups. 2) Among nine questionnaires related to the physical or life conditions, the averages of eight questionnaires were not same one another. 3) Among four questionnaires related to the mental condition or autonomic nervous system, the averages of Beck depression inventory were not same one another. Conclusion The fatigue group without disease can be diagnosed through using the both the questionnaires related to the physical or life condition and the those related to the mental condition or autonomic nervous system.

Bayesian bi-level variable selection for genome-wide survival study

  • Eunjee Lee;Joseph G. Ibrahim;Hongtu Zhu
    • Genomics & Informatics
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    • 제21권3호
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    • pp.28.1-28.13
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    • 2023
  • Mild cognitive impairment (MCI) is a clinical syndrome characterized by the onset and evolution of cognitive impairments, often considered a transitional stage to Alzheimer's disease (AD). The genetic traits of MCI patients who experience a rapid progression to AD can enhance early diagnosis capabilities and facilitate drug discovery for AD. While a genome-wide association study (GWAS) is a standard tool for identifying single nucleotide polymorphisms (SNPs) related to a disease, it fails to detect SNPs with small effect sizes due to stringent control for multiple testing. Additionally, the method does not consider the group structures of SNPs, such as genes or linkage disequilibrium blocks, which can provide valuable insights into the genetic architecture. To address the limitations, we propose a Bayesian bi-level variable selection method that detects SNPs associated with time of conversion from MCI to AD. Our approach integrates group inclusion indicators into an accelerated failure time model to identify important SNP groups. Additionally, we employ data augmentation techniques to impute censored time values using a predictive posterior. We adapt Dirichlet-Laplace shrinkage priors to incorporate the group structure for SNP-level variable selection. In the simulation study, our method outperformed other competing methods regarding variable selection. The analysis of Alzheimer's Disease Neuroimaging Initiative (ADNI) data revealed several genes directly or indirectly related to AD, whereas a classical GWAS did not identify any significant SNPs.

입원환자 질병유형의 구성에 의한 지역별 진료기능에 관한 연구 (A Study on the Regional Function of Health Care by the Disease Pattern of the Inpatients)

  • 최현림;이상일;신영수;김용익
    • Journal of Preventive Medicine and Public Health
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    • 제21권2호
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    • pp.390-403
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    • 1988
  • The objectives of the study were to provide the basic informations needed in the development of balanced medical services throughout the nation. As the national health care system was expanding rapidly along with the economic growth, quantitative re-evaluation of the system is of great need. For that reason, characteristics of the admitted patients were analyzed for the case-mix and patients' flow within and through regions. Materials were 421,530 cases of inpatients, who were reported through Korea Medical Insurance Corporation(KMIC) for insurance claim, during the period of March 1, 1985 through February 28, 1987. Korean Diagnosis Related Groups(K-DRGs) classification system was adopted for the study of case-mix and 189 cities and counties were classified into 5 district groups by factor analysis results of K-DRGS. The major findings of this study were as follows ; 1) Factor analysis of case-mix, employing K-DRG system, revealed 5 distinct funtional district groups. Group A(18 districts) was prominent for tertiary medical care. In group B(36 districts), rather simple procedures were prevalent. Group C(26 districts) was distinctive for the medical care of well organized internal medicine practices with qualified clinical laboratories. Group D(17 districts) was characterized by relatively high balanced medical care. Group E (92 districts) was with very low level of medical care. 2) Analysis of the case-flow through the districts showed 3 types of flow patterns : inflow, outflow, and balanced types. Inflow type of case-flow was found in Group A, C and D while Group B and E showed outflow type. Inflow was most prominent in Group A and Group E was of typical outflow type. Group B was consistently the outflow type except for Major Diagnostic Category XX regardless of the disease treaters, but Group C and D were inflow or outflow types according to the disease tracers.

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다양한 구강안면통증환자의 혈장 및 타액에서의 신경성장인자와 감각성 신경펩티드 농도에 관한 연구 (Nerve Growth Factor and Sensory Neuropeptide Levels in Plasma and Saliva of Various Orofacial Pain Patients)

  • 장민욱;정성창;정진우
    • Journal of Oral Medicine and Pain
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    • 제34권4호
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    • pp.387-395
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    • 2009
  • 신경섬유 말단에서의 유해자극 인지과정에는 신경성장인자 (nerve growth factor [NGF])와 감각성 신경펩티드가 관여하고, 또한 이들은 중추신경계에도 광범위하게 분포되어 있다. 본 연구는 인체 혈액과 타액에서 NGF와 감각성 신경펩티드(substance P [SP], calcitonin gene-related peptide [CGRP])의 농도를 조사하여 다양한 구강안면통증 증상들과의 관계를 알아보고자 시행되었다. 67명의 구강안면통증 환자 (관절 통증, 치아 혹은 치주 통증, 점막 통증)와 36명의 건강한 성인에서 혈장과 안정시 전타액을 채취하여 효소면역분석법 (enzyme immunoassay)을 이용하여 NGF, SP, CGRP의 농도를 측정하였다. 만성통증척도 (Graded Chronic Pain Scale) 설문지를 이용하여 각 피실험자들의 통증강도를 조사하였으며 안정시 전타액의 타액분비율 또한 측정하였다. 관절 통증 환자군은 치아 통증 환자군, 점막 통증 환자군, 대조군 각각에 비하여 유의하게 높은 혈장 내 NGF 농도를 나타내었다. 치아 통증 환자군의 혈장 내 NGF 농도는 대조군에 비하여 유의하게 높았다. 치아 통증 환자군의 타액 내 SP 농도와 점막 통증 환자군의 타액 내 CGRP 농도 또한 대조군에 비하여 유의하게 높았다. 관절 통증 환자군의 혈장 및 타액 내 SP 농도는 통증 강도와 유의한 상관관계를 보였다. 치아 통증 환자군과 점막 통증 환자군에서, 혈장 내 SP 농도, 타액 내 SP 농도, 타액 내 CGRP 농도는 연령에 따라 증가하였다. 혈장과 타액에서의 신경성장인자와 신경펩티드 검사는 다양한 구강안면통증의 특성과 예후를 평가하는데 도움을 줄 수 있으리라 생각된다.

데이터마이닝 기법을 이용한 효율적인 DRG 확인심사대상건 검색방법 (Efficient DRG Fraud Candidate Detection Method Using Data Mining Techniques)

  • 이중규;조민우;박기동;이무송;이상일;김창엽;김용익;홍두호
    • Journal of Preventive Medicine and Public Health
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    • 제36권2호
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    • pp.147-152
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    • 2003
  • Objectives : To develop a Diagnosis-Related Group (DRG) fraud candidate detection method, using data mining techniques, and to examine the efficiency of the developed method. Methods ; The Study included 79,790 DRGs and their related claims of 8 disease groups (Lens procedures, with or without, vitrectomy, tonsillectomy and/or adenoidectomy only, appendectomy, Cesarean section, vaginal delivery, anal and/or perianal procedures, inguinal and/or femoral hernia procedures, uterine and/or adnexa procedures for nonmalignancy), which were examined manually during a 32 months period. To construct an optimal prediction model, 38 variables were applied, and the correction rate and lift value of 3 models (decision tree, logistic regression, neural network) compared. The analyses were peformed separately by disease group. Results : The correction rates of the developed method, using data mining techniques, were 15.4 to 81.9%, according to disease groups, with an overall correction rate of 60.7%. The lift values were 1.9 to 7.3 according to disease groups, with an overall lift value of 4.1. Conclusions : The above findings suggested that the applying of data mining techniques is necessary to improve the efficiency of DRG fraud candidate detection.

난임 여성의 피로, 건강증진행위 및 우울의 관련성 연구 (The Relationship between Fatigue, Health-Promoting Behavior, and Depression among Infertile Women)

  • 김미옥;홍주은;이은영
    • 여성건강간호학회지
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    • 제25권3호
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    • pp.273-284
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    • 2019
  • Purpose: As the number of infertile couples has grown, many infertile women have experienced depression during the diagnosis and treatment of their infertility. This study aimed to identify the factors related to depression in infertile women who underwent reproductive treatments. Methods: The study subjects were 149 infertile women who underwent reproductive treatments. The data were collected by self-administered questionnaires from August 1 to December 24, 2018. The questionnaire consisted of questions about fatigue, health-promoting behavior, and depression. Analyses of the descriptive statistics, t-tests, one-way analysis of variance, correlation, and multiple regression were conducted using the SPSS 25.0 Windows program. Results: Thirty-six of the women in the study (24.2%) were in the probably depressed group and 113 (75.8%) were in the definitely depressed group and 100% of the subjects experienced symptoms of depression. Depression was positively correlated with fatigue and negatively correlated with health-promoting behavior. Multiple regression analysis revealed that fatigue and interpersonal relationships were factors significantly related to depression in the model (p<.001), with an explanatory power of 42.6%. Conclusion: The results confirmed that fatigue and interpersonal relationships, which is a subfactor of health-promoting behavior, were factors related to depression. To alleviate depression in infertile women, efforts should be made to identify and reduce psychological and physical fatigue. In addition, minimizing relational difficulties that they experience during an infertility diagnosis and treatment and strengthening positive interpersonal relationships can be positive strategies to alleviate depression.

Cognitive Behavioral Therapy in Breast Cancer Patients - a Feasibility Study of an 8 Week Intervention for Tumor Associated Fatigue Treatment

  • Eichler, Christian;Pia, Multhaupt;Sibylle, Multhaupt;Sauerwald, Axel;Friedrich, Wolff;Warm, Mathias
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권3호
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    • pp.1063-1067
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    • 2015
  • Background: Tumor associated fatigue (TAF) or cancer related fatigue (CRF) is not a new concept. Nonetheless, no real headway has been made in the quantitative analysis of its successful treatment via cognitive behavioral therapy. Since 20 to 30% of all breast cancer patients suffer from anxiety and/or depression within the first year of their diagnosis, this issue needs to be addressed and a standard treatment protocol has to be developed. This study focused on developing a simple, reproducible and short (8 weeks) protocol for the cognitive behavioral therapy support of tumor associated fatigue patients. Materials and Methods: Between the year 2011 and 2012, 23 breast cancer patients fulfilled the diagnosis TAF requirements and were introduced into this study. Our method focused on a psycho-oncological support group using a predetermined, highly structured and reproducible, cognitive behavioral therapy treatment manual. Eight weekly, 90 minute sessions were conducted and patients were evaluated before and after this eight session block. Tumor fatigue specific questionnaires such as the multidimensional fatigue inventory (MFI) as well as the hospital anxiety and depression scale (HADS) were used in order to quantitatively evaluate patient TAF. Results: Of the 23 patients enrolled in the study, only 7 patients fulfilled the TAF diagnostic criteria after the psycho-oncological group treatment. This represents a 70% reduction in diagnosable tumor associated fatigue. The HADS analysis showed a 33% reduction in patient anxiety as well as a 57% reduction in patient depression levels. The MFI scores showed a significant reduction in 4 of the 5 evaluate categories. With the exception of the "mental fatigue" MFI category all results were statistically significant. Conclusions: This study showed that a highly structured, cognitive behavioral therapy group intervention will produce significant improvements in breast cancer patient tumor associated fatigue levels after only 8 weeks.

저출력 레이저가 창상치유과정에서 Tenascin 발현에 미치는 영향 (Effect on Tenascin Expression of Low Power Generating Laser Irradiation during Wound Healing Process)

  • Sang-Bae Kim;Chong-Youl Kim
    • Journal of Oral Medicine and Pain
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    • 제19권1호
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    • pp.33-43
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    • 1994
  • The purpose of this paper was to observe the influence of Ga-As semiconductor-low power generating laser on she appearance and actions of tenascin, extracellular matrix, as healing process of intentional wound on the experimental animals is taking place. 35 rabbits were divided into control and experimental group. ; and on each, 3mm-long and 2mm-deep, surgical wounds were created on buccal oral mucosa and thoracodorsal portion of skin. Ga-As laser was applied to the experimental group starting a day of the day the wounds were created , the laser was applied for 5 minutes every other day. Tissue samples were taken after the 2, 4, 7, 10, and 14 days after wound formation. Then tile healing process of experimental and control groups were observed and compared, using light microscope. Afterwards, the samples were immunohistochemical stained and again observed tenascin by quantitative measuring. The following results were obtained : 1. Tenascin was observed prevalently on epithelial cells, border area of dermis, and interstitial matrix between connective tissue layers in both experimental and control groups. 2. In oral mucosa, the experimental group showed significant increase in the appearance of tenascin after 4 days compared to the control group, but after 10 days, it decreased to a point which is even less than the control group. 3. In the skin samples, the pattern of appearance of tenascin was the same in both groups, but there was some difference concerning when the peak period was shown, In the experimental group, the peak period of tenascin expression was the 7 days after wound formation in epithelium and connective tissue. In the control group, the peak period was 10 days after. 4. In both the experimental and control groups, tenascin first appeared in the epithelium near the wound area and submucosa, and then spread on the underlying connective tissue. In conclusion, appearance of tenascin is closely related to regeneration of epithelium and development of granulation tissue : therefore, low power laser, which fastnes appearance of tenascin, is sure to faciltate healing process of oral mucosa.

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중증도 분류에 따른 진료비 차이: 간질환을 중심으로 (Differences of Medical Costs by Classifications of Severity in Patients of Liver Diseases)

  • 신동교;이천균;이상규;강중구;선영규;박은철
    • 보건행정학회지
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    • 제23권1호
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    • pp.35-43
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    • 2013
  • Background: Diagnosis procedure combination (DPC) has recently been introduced in Korea as a demonstration project and it has aimed the improvement of accuracy in bundled payment instead of Diagnosis related group (DRG). The purpose of this study is to investigate that the model of end-stage liver disease (MELD) score as the severity classification of liver diseases is adequate for improving reimbursement of DPC. Methods: The subjects of this study were 329 patients of liver disease (Korean DRG ver. 3.2 H603) who had discharged from National Health Insurance Corporation Ilsan Hospital which is target hospital of DPC demonstration project, between January 1, 2007 and July 31, 2010. We tested the cost differences by severity classifications which were DRG severity classification and clinical severity classification-MELD score. We used a multiple regression model to find the impacts of severity on total medical cost controlling for demographic factor and characteristics of medical services. The within group homogeneity of cost were measured by calculating the coefficient of variation and extremal quotient. Results: This study investigates the relationship between medical costs and other variables especially severity classifications of liver disease. Length of stay has strong effect on medical costs and other characteristics of patients or episode also effect on medical costs. MELD score for severity classification explained the variation of costs more than DRG severity classification. Conclusion: The accuracy of DRG based payment might be improved by using various clinical data collected by clinical situations but it should have objectivity with considering availability. Adequate compensation for severity should be considered mainly in DRG based payment. Disease specific severity classification would be an alternative like MELD score for liver diseases.

유방암 환자에서 심리사회적 요인과 암 진단 후 건강행동 변화의 관계 (Relationship between Psychosocial Factor and Positive Health Behavior Change after Diagnosis in Breast Cancer Patients)

  • 정두영;심은정;황준원;함봉진
    • 정신신체의학
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    • 제20권2호
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    • pp.91-97
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    • 2012
  • 목 적 : 암의 유병율 증가와 함께 암 생존자의 건강 행동에 대한 이해가 중요해지고 있다. 본 연구는 암 진단 후 신체 및 심리사회적 건강 행동의 변화와 관련된 여러 심리사회적 요인들을 분석하였다. 방 법 : 유방암 환자 95명을 대상으로 우울, 불안, 불면, 외상후 스트레스 증상, 사회적 제약, 자신의 암의 원인에 대한 생각 및 건강 행동에 대해 자가보고식 설문조사를 수행하였다. 결 과 : 신체적 행동 변화에 대한 다중 회귀분석에서 불면만이 유의한 연관성을 보여 정상수면군(Odds ratio=9.462, 95% CI 1.738-51.509)과 역치하 불면증군(Odds ratio=10.529, 95% CI 1.701-65.161)에서 불면증을 겪는 군보다 더 높은 증가를 보였다. 심리사회적 건강 행동 변화에서는 낮은 연령, 종교를 가진 경우, 호르몬 요인과 암과 관련이 있다고 믿을수록 증가하였다. 결 론 : 유방암 환자의 건강 행동 변화에 기여하는 요인들은 건강 행동 영역별로 차이를 보인다. 긍정적 변화를 유도하기 위해 영역별로 다른 접근이 필요함을 시사한다.

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