• 제목/요약/키워드: Circulatory System Disease

검색결과 79건 처리시간 0.029초

혼합 기계 학습 기반 소변 스펙트럼 분석 앙상블 모델 (Ensemble Model for Urine Spectrum Analysis Based on Hybrid Machine Learning)

  • 최재혁;정목동
    • 한국멀티미디어학회논문지
    • /
    • 제23권8호
    • /
    • pp.1059-1065
    • /
    • 2020
  • In hospitals, nurses are subjectively determining the urine status to check the kidneys and circulatory system of patients whose statuses are related to patients with kidney disease, critically ill patients, and nursing homes before and after surgery. To improve this problem, this paper proposes a urine spectrum analysis system which clusters urine test results based on a hybrid machine learning model consists of unsupervised learning and supervised learning. The proposed system clusters the spectral data using unsupervised learning in the first part, and classifies them using supervised learning in the second part. The results of the proposed urine spectrum analysis system using a mixed model are evaluated with the results of pure supervised learning. This paper is expected to provide better services than existing medical services to patients by solving the shortage of nurses, shortening of examination time, and subjective evaluation in hospitals.

A retrospective study of age-specific disease incidence in major popular breed dogs in Republic of Korea

  • Seung-Won Yi;Sang-Ik Oh;Yoon Jung Do;Jae Gyu Yoo;Eunju Kim
    • 대한수의학회지
    • /
    • 제63권4호
    • /
    • pp.34.1-34.9
    • /
    • 2023
  • Dogs exhibit patterns of health issues that vary by life stage. An understanding of disease incidence with respect to breed and age/life stage could be an important component of canine health management and welfare. This study aimed to describe the age-specific disease incidence of 3 small dog breeds that attended veterinary clinics in the Republic of Korea, based on data from electronic veterinary medical records (EVMRs). A total of 40,785 EVMRs from Maltese (n = 21,355), Miniature Poodle (n = 11,658) and Shih Tzu dogs (n = 7,772) were analyzed. Common health problems in 3 small dog breeds were 'diseases of the skin' and 'diseases of the ear,' respectively. Among dogs aged ≤ 3 years, 'preventive medicine' was the most common cause cited for veterinary clinic visits. Among dogs aged 4 to 8 years, the most frequent health problems were 'diseases of the skin.' Among dogs aged 9 to 13 years, 'heart diseases,' 'kidney diseases,' 'mammary gland tumor,' and 'neoplasia (unspecified)' were considerably more frequent, compared to the rates in dogs ≤3 years. Among dogs aged ≥ 14 years, 'heart diseases' and 'sneezing/cough' were the main health problems. In all breeds, the frequencies of 'diseases of circulatory system,' 'diseases of respiratory system,' 'diseases of the nervous system,' 'endocrine' and 'neoplasia' increased rapidly with aging. This surveillance could inform strategies for disease screening tests and management based on life stage in these dog breeds and enable more effective health management.

일개 보건소의 양약-한약 병용투여 현황 보고 : 2019년 의무기록에 대한 후향적 분석 (Current Status of Combination Western and Korean medicine in Public Health Center in a Rural Area)

  • 박성준;최성훈;박찬종;이근희;공규동;홍지은;추홍민;강경호
    • 대한예방한의학회지
    • /
    • 제24권2호
    • /
    • pp.57-62
    • /
    • 2020
  • Objectives : This study is retrospective chart review research on the combined-prescription of Western and Korean medicine in Public Health Center in rural area. Methods : Researchers reviewed medical records of patients who was prescribed Korean medicine and Western medicine from 1st, Jan, 2019 to 31st, Dec, 2019 in Public Health Center. 50 patients' medical records were included. Results : Total number of treatment is 3,808 cases and 1.3% of them is prescribed Korean medicine and Western medicine simultaneously. Prescription of Korean medicine is 153 cases and Western medicine is 160. Jowiseunggi-tang and Diroba tablet were the most frequently prescribed Korean medicine and Western medicine. Furthermore, Korean Medicine Doctors of Public Health Center use muscular skeletal disease system code(M code among KCD code) for prescription and Western Medicine Doctors use diseases of the circulatory system(I code among KCD code) frequently. Conclusions : We analyze 50 patients who were prescribed both Korean medicine and Western medicine. Mostly, patients were prescribed medicine for different diseases in each clinic. In western medicine clinic, drugs about circulatory or endocrine disease were prescribed frequently and in Korean Medicine clinic, drugs about muscular skeletal disease were most frequently prescribed. This result imply the real world's combination of prescription status that was different from result of National health insurance corporation database. Senior patients in rural area take medicine long period and have various underlying disease. We call for some attention about senior and rural area patients' prescription status in interaction studies of Korean medicine and Western medicine.

X선관을 이용한 불투명한 물체 내부 유동의 정량적 가시화 연구 (Quantitative Flow Field Visualization of a Flow inside an Opaque Tube Using Angiographic PIV Method)

  • 김국배;임남윤;류재춘;임대현;이형구;이상준
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2007년도 춘계학술대회B
    • /
    • pp.2935-2940
    • /
    • 2007
  • To diagnose circulatory diseases in the viewpoint of hemodynamics, we need to get quantitative hemodynamic information of blood flows related with the vascular diseases with high spatial resolution of tens micrometer and high temporal resolution in the order of millisecond. For investigating in-vivo hemodynamic phenomena, a new diagnosing technique combining medical radiography and PIV method was newly proposed and developed. This angiographic PIV technique consists of a medical X-ray tube, an X-ray CCD camera, a shutter module for double pulses of X-ray, and a synchronizer. The feasibility of the angiographic PIV technique was tested and quantitative flow velocity field distribution of a flow inside an opaque conduit was acquired by the developed system. It can be used for measuring flow phenomena of nontransparent fluids inside opaque conduits.

  • PDF

심정지 혹은 심인성 쇼크에서 원심성 펌프를 이용한 단기목표의 기계적 순환 보조 (Short-term Mechanical Circulatory Support with Centrifugal Pump in Cardiac Arrest or Cardiogenic Shock - Report of 5 cases-)

  • 양희철;성기익;뱍계현;전태국;박표원;양지혁;이영탁
    • Journal of Chest Surgery
    • /
    • 제37권12호
    • /
    • pp.1003-1009
    • /
    • 2004
  • 기계적 순환 보조는 만성 심부전 상태의 환자들에게 이용될 뿐만 아니라, 심정지 혹은 심인성 쇼크에서 생명을 구할 수 있는 필수적인 요소가 되기도 한다. 상용화된 다양한 박동형의 순환보조 장치들이 장기간의 좌심실 보조를 위해 사용될 수 있지만 비용이나 제조사로부터의 기술적 지원이라는 측면에서 그 사용에 제약이 되고있다. 최근에는 심장이식의 가교로서, 또는 심장회복을 위해 원심성 펌프를 단기간 사용한 예들이 보고되고 있다. 본원에서는 원심형 펌프를 이용한 체외 생명구조 장치나 좌심실 보조장치로 심정지 혹은 심인성 쇼크의 5명의 환자에게 적용하여 성공적으로 치료하였다. 이들중 2명이 허혈성 심질환에 의한 심정지로 응급 상황에서 시행되었고, 술 후 심인성 쇽을 보인 허혈성 질환 1예와 급성 바이러스성 심근염에 의한 저심박출량 증후군을 보인 2명은 예정 하에 수술하였다. 모든 환자에서 기계적 순환보조 이탈이 가능하였으며, 기계적 순환 보조와 관련된 합병증에는 출혈 및 급성 신부전등이 있었고 대퇴동, 정맥 캐눌라 삽관과 연관된 합병증은 없었다. 원심형 펌프를 이용한 기계적 순환보조는 심정지 혹은 심인성 쇼크에서 생명보존이나 유지에 필수적인 역할을 할 수 있으며 항시 고려해야할 요소로 판단되기에 이를 보고하는 바이다.

수지침 경험자들의 수지침에 대한 효율성과 효과성 인식정도 (Recognition of Efficiency and Effectiveness of the Experiences with Hand Acupuncture)

  • 이연주;박경민
    • 지역사회간호학회지
    • /
    • 제12권1호
    • /
    • pp.278-287
    • /
    • 2001
  • The purpose of this study is to provide with basic information on application of hand acupuncture as a complementary and alternative therapy by giving some recognition of efficiency and effectiveness of hand acupuncture. And so, answers for questionnaires of 290 respondents were used for this research and collected from June 5 through 13, 1999 from adults twenty and over who were participating in the hand acupuncture training program in Seoul and had some direct experiences with hand acupuncture therapy, whatever they had been treated and/or had treated. To secure reliability of measurement tool. Cronbach'a has been calculated and Factor Analysis was done as Validity Analysis of question classification. Demograprucal characteristics of hand acupuncture experienced people and factors related to hand acupuncture experiences are calculated based on the real number and percentage. The degree of recognition of efficiency and effectiveness of hand acupuncture is made as average and standard deviation, while the degree of recognition of efficiency and effectiveness based on general characteristics come from one-way ANOVA. 1. According to socio-demographical analysis. the questioned could be classified firstly as age (40-49 : 32.5%. 30-39 : 24.9%. 50-59 : 21.9%. 60-69 : 14.7%. 20-29 : 6.0%). secondly gender (male 36.6%. female 63.4%). thirdly occupation (housewife: 43.8%. self-employed: 15.5%. company-employee: 14.8%). fourthly education (high school graduate: 41.9%, college graduate: 37.9%), and lastly monthly-income (1 to 2 million: 51.4%. 2 to 3 million: 20,3%) 2, As for the general aspects related to hand acupuncture. 80,0% of the respondents answered almost zero for the monthly average number of visit to hospital and 15.5% responded 1 to 2 visits, 6,2% of the respondents is complaining of a disorder of digestive system. 19,0% circulatory disease, 10.7% bad nervous system. By utilizing hand acupuncture, 84% of the questioned have following experiences in curing diseases: digestive system 47.3%, circulatory system 9.3%, nervous system 8.3%, 54,1% are curing 1 to 2 and 10.3% 3 to 4 patients on a daily basis with hand acupuncture. Research on the demerits of giving medical treatment with hand acupuncture shows 23,8% are feeling economic burden. 16.6% difficulty of learning and 16.2% weak theoretical backgrounds. 3. Among the efficiency recognition, possibility of general application is average 4,29 and simple treatment is 4,19. economic merits 4.36. possibility of establishment with supplementary and alternative medicine 4.17, medical effectiveness 4.09. 4, As a result of demographical analysis on the efficiency and effectiveness of hand acupuncture therapy, it appears that the recognition of efficiency based on occupation and the recognition of effectiveness based on monthly income are most significant to be noticed. In an orderly fashion. government-employee, self-employed, company-employee. and then housewife have perceived hand acupuncture very efficiently, And those who recognize hand acupuncture to be most effective are people earn 1 million to 2 million won a month, 5. The efficiency(p = .003) and effectiveness (p= .049) of hand acupuncture therapy by number of visit to hospital were statiscally significant, and effectiveness of hand acupuncture therapy by disease exist was statiscally significant (p= .033).

  • PDF

Molecular and Circulatory Expression of Insulin Growth Factors in Indian Females with Advanced Cervical Cancer

  • Sharma, Manoj;Satyam, Abhigyan;Abhishek, Ashu;Khan, Rehan;Rajappa, Medha;Sharma, Alpana
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제13권12호
    • /
    • pp.6475-6479
    • /
    • 2012
  • Background: Recent studies have demonstrated an association between insulin growth factor (IGF) and insulin growth factor binding protein-3 (IGFBP-III) serum levels and increased risk for various cancers. However, little information is available on clinical implications of the IGF system in Indian patients with cervical cancer. This study explored associations by analyzing their expression profiles in cervical cancer cases. Materials and Methods: Totals of 50 patients with advanced cervical cancer and 40 healthy controls were enrolled. Human papillomavirus (HPV) and cervical biopsy sample were obtained from all participating women. Circulatory levels were estimated by ELISA and the tissue expression was assessed using RT-PCR and Western blotting. Results: Levels of IGF-I and II showed significant increase whereas IGFBP-III showed significant decline in all patients as compared to controls. Spearman correlation analysis between IGFs and HPV status showed significant correlations. Conclusions: We demonstrated elevated circulating levels and tissue expression of IGF-I and IGF-II in advancer cancer cervix patients, as compared with controls, with a converse trend being apparent for IGFBP-III. In future, associations of the IGF system and clinical outcome of cervical cancer patients in post treatment samples might point to significance in disease mapping as a prognostic marker after validation with a larger patient series.

변방우황청심원(變方牛黃淸心元) 환제(丸劑) 및 현탁액(懸濁液)에 대(對)한 임상적(臨床的) 고찰(考察) (A Clinical Study on the Woohwangchungsim-won pills, suspension)

  • 안일회;김세길
    • 대한한방내과학회지
    • /
    • 제12권1호
    • /
    • pp.1-18
    • /
    • 1991
  • We performed the effect of Woohwangchungsim-won suspension (group A), pills(group B) in patients with circulatory system disease. Total 63 patients were classified into group A and group B. The results obtained were as follows ; 1. The highest effect was showed that group A was blood pressure, group B was anxiety, the lowest effect was showed that group A was insomnia, group B was blood pressure. 2. Generally, pills was somewhat higher than suspension, but suspension was somewhat higher in more than good effect. 3. In depressed blood pressure, group A, group B were 82.6%, 63.6% in fair effect and more respectively. 4. There was no side effect in overall cases.

  • PDF

전신질환으로 입원한 환자의 구강내과질환 발현실태 (An Investigation into Oral Medicine Inpatients by Systemic Disease)

  • 오병섭;전양현;홍정표;어규식
    • Journal of Oral Medicine and Pain
    • /
    • 제34권2호
    • /
    • pp.123-132
    • /
    • 2009
  • 다양한 전신질환으로 입원한 환자들 중에서 구강질환을 진료받기 위해 내원한 구강내과적인 문제가 있는 54명 환자의 전신질환 상태와 치과적인 주소 그리고 구강질환 진단명을 조사함으로써 입원한 전신질환자의 구강내과적인 진료의 실태를 파악하고자 본 연구를 시행하여 다음과 같은 결과를 얻었다. 1. 구강내과 질환이 있는 환자는 남자 24명(44%) 여자 30명(56%) 이었으며, 연령은 50대 20명(37%), 60대 14명(26%), 40대 12명(22%), 30대 4명(7%) 순 이었다. 2. 전신질환의 진단명은 내분비, 영양 그리고 대사장애 36%, 순환계질환 36%, 신경계질환 10% 순 이었다. 3. 구강질환의 주소는 정기검사 26%, 두개하악장애 18%, 연조직 문제 18% 순 이었다. 4. 구강질환의 진단명은 타액선질환 32%, 치은염 및 치주질환 23%, 치아안면 이상증 16% 순 이었다. 이상의 결과로 입원한 전신질환자를 통해서 전신질환이 있는 환자의 구강질환과 구강내과적인 질환의 특성을 일정부분 파악하였으나 향후 구강질환과 전신질환과의 상관관계에 대한 연구가 계속적으로 이루어져야 한다고 사료된다.

약의 허가시점분포가 사망률에 매치는 영향 : 신약의 거시경제적 효과 (The Effect of Drug Vintage on Mortality : Economic Effect of New Drug)

  • 정기택;김정윤
    • 보건행정학회지
    • /
    • 제16권4호
    • /
    • pp.147-168
    • /
    • 2006
  • Technological innovation has been regarded as the core competence for the economic growth of individual, as well as organization and country. Pharmaceutical innovation, what we call new medicines, influence people's longevity and productivity by increasing output per hour worked. Therefore, using claims data on virtually all the drugs and diseases of over 550,000 people enrolled in National Health Insurance Program in Korea, we examined the impact of the vintage (original FDA and KFDA approval year) of drugs used to treat a patients from July 1st to December 31st in 2002 on the patient's mortality at the end of 2004, controlling for demographic characteristics(age and sex), utilization of medical services, and the nature and complexity of illness. We found that people using newer drugs are less likely to die at the end of 2004, conditional on covariates. The estimated mortality rates were declining with respect to drug vintage for 1970s, 1980s and 1990s and highly significant. In addition to estimating the model for the entire sample, we estimated the model separately for several disease categories classified by Korean Classification of Disease. Estimates of three drug vintage variables for subgroups of people with (1)neoplasms, (2)endocrine, nutritional and metabolic diseases, and (3)the diseases of circulatory system displayed similar patterns.