• 제목/요약/키워드: Patient classification

검색결과 910건 처리시간 0.03초

병원간호인력의 수요추정에 관한 연구 -환자분류체계에 의한 간호인력 수요추계의 방법을 중심으로- (A Study of Staffing Estimation for Nursing Manpower Demand in Hospital)

  • 김유겸
    • 대한간호학회지
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    • 제16권3호
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    • pp.108-122
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    • 1986
  • Changing concepts of health care, are stimulating the demand for health care, thereby orienting society to health care rights to such an extent that they are deemed as fundamental ones inalienable to man. Concomitantly, qualitative as well as quantative improvement is being sought in the nursing service field. Today, efforts are being made in various areas, especially to qualitatively improve nursing services. A second issue concerns proper staffing. It is important to study staffing, in as much as it continues to be the most persistent and critical problem facing hospital nursing administrators today. It involves quantity, quality, and utilization of nursing personnel. A great deal of attention has been focused on this problem since mid 1930's when nursing services began to be felt as an important segment of hospital operation representing the largest single item of hospital budgets. Traditionally, the determination and allocation of nursing personnel resources has relied heavily on gloval approaches which make use of fixed staff-to-patient ratios. It has long been recognized that these ratios are insensitive to variations between institutions and among individual patients. Therefore, the aim of this thesis is to point to the urgent need for the development of methodology and criteria suited to the reality of Korea. The present research selected one place, the W Christian Hospital, and was conducted over a period 10 days from January, and nurses who were them on duty in their unit. The total num-her of patients surveyed was 1,426 and that of 354. The research represents many variables affecting the direct patient care time using the result from the direct observation method, then using a calculation method to estimate the relationship between the patients care time and selected variables in the hospital setting. The amount of direct patient care time varies with many factors, such 89 the patients age. diagnosis and time in hospital. Differences are also found from hospital, clinic to clinic, ward to ward, and even shift to shift. In this research, the calculation method of estimating the required member of nursing staff is obtained by dividing the time of productive patient care activity(with the time of patient care observed), by the sum of the productive time that each the staff can supply, i.e., 360 minutes, which is obtained by deducting the time for personal activities. The results indicate a substantial difference between the time of productive patient care observed directing and the time of the productive patient care estimated using calculating method. If we know accurately the time of the direct patient care on a shift, there required number of staff members calculated if the proper method can be determinded should be able the time of the direct patient care be estimated by the patient classification system, but this research has shown this system to be in accurate in Korea. There are differences in the recommended time of productive patient care and the required number of nursing staff depending upon which method is used. The calculated result is not very accurate, so more research is needed on the patient classification system.

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Transfer Learning Using Convolutional Neural Network Architectures for Glioma Classification from MRI Images

  • Kulkarni, Sunita M.;Sundari, G.
    • International Journal of Computer Science & Network Security
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    • 제21권2호
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    • pp.198-204
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    • 2021
  • Glioma is one of the common types of brain tumors starting in the brain's glial cell. These tumors are classified into low-grade or high-grade tumors. Physicians analyze the stages of brain tumors and suggest treatment to the patient. The status of the tumor has an importance in the treatment. Nowadays, computerized systems are used to analyze and classify brain tumors. The accurate grading of the tumor makes sense in the treatment of brain tumors. This paper aims to develop a classification of low-grade glioma and high-grade glioma using a deep learning algorithm. This system utilizes four transfer learning algorithms, i.e., AlexNet, GoogLeNet, ResNet18, and ResNet50, for classification purposes. Among these algorithms, ResNet18 shows the highest classification accuracy of 97.19%.

IoT개념을 활용한 중증도 분류 시스템에 관한 연구 (Research of IoT concept implemented severity classification system)

  • Kim, Seungyong;Kim, Gyeongyong;Hwang, Incheol;Kim, Dongsik
    • 한국재난정보학회 논문집
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    • 제14권1호
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    • pp.28-35
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    • 2018
  • 본 연구에서는 재난현장 또는 일상에서 발생할 수 있는 다수사상자의 중증도 분류를 신속하고 정확하게 수행하기 위한 시스템을 설계하여 구현하였으며, 중증도 분류 알고리즘의 정확도뿐만 아니라 사용자 편의성 등 현장의 요구사항을 적극 반영하였다. 개발된 e-Triage System은 IoT개념을 활용하여 다양한 중증도 분류 알고리즘을 적용하였으며, 기존의 중증도 분류표의 단점을 극복하기 위하여 NFC 모듈 등 전자적 요소를 반영한 e-Triage Tag를 구현하였다. 앱으로 구현된 중증도 분류 알고리즘을 사용하여 신속하고 정확한 환자의 평가가 가능함을 입증하였고, 시인성을 위해 전자 중증도 분류 결과를 4가지 LED램프로 표출하였으며, 2차 분류를 통해 RTS 점수를 FND(Flexible Numeric Display)로 표출하였다.

은닉 마코프 모델을 이용한 정신질환자의 뇌파 판별 (The Classification of the Schizophrenia EEG Signal using Hidden Markov Model)

  • 이경일;김필운;조진호;김명남
    • 대한의용생체공학회:의공학회지
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    • 제25권3호
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    • pp.217-225
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    • 2004
  • 본 논문에서는 은닉 마코프 모델을 이용하여 정상인과 정신분열증 환자의 뇌파에 대한 새로운 자동 판별 방법을 제안하였다. 특징 파라미터로는 통계적 정상구간에 대한 분산과 알파파, 베타파, 세타파의 전력비를 이용하였다. 실험 결과, 정상인의 경우에는 90.9%, 정신분열증 환자의 경우에는 90.5%의 높은 판별 정확성을 보였으며 이는 제안한 시스템이 복잡한 신호처리과정을 이용하는 시스템보다 효과적임을 알 수 있다. 따라서, 은닉 마코프 모델이 뇌파와 같은 복잡한 생체신호의 분석과 판별에 사용될 수 있으며 제안한 방법이 임상적인 전단에 상당한 도움이 될 것으로 기대된다.

성인에서 발견된 선천선 식도 - 기관지루 수술 치험 -1예 보고- (Congenital Bronchoesophageal Fistula without Esophageal Atresia in Adult -A case report-)

  • 최명석
    • Journal of Chest Surgery
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    • 제23권5호
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    • pp.1009-1013
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    • 1990
  • Congenital bronchoesophageal fistula is a rare anomaly that can appear in adult life uncommonly. There was a largest review that include 100 cases in the literature. In our case, he was 48 years old male patient who admitted for chronic coughing and recurrent lobar pneumonia on the right lower lobe since 10 years old. We could confirmed the fistular preoperatively by barium swallow examination and performed division of the fistula. The patient’s postoperative course was unremarkable. According Braimbridge’s classification, it was belonged to the type II.

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기관 식도루가 없는 선천성 식도 폐쇄 (Suryical Treatment of Congenital Esophayeal Atresia without Tracheoesophageal Fistula -A Case Report of Staged Operation-)

  • 김영대
    • Journal of Chest Surgery
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    • 제27권12호
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    • pp.1052-1055
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    • 1994
  • Congenital esophageal atresia without tracheoesophageal fistula which called isolated esophageal atresia is a very rare entity and the neonate classified as category C by Waterston`s classification has high mortality rate. We experienced a case of isolated esophageal atresia. This patient was a male with 1,750gm in body weight and had been suffered from bilateral pneumonia. The patient was managed with staged operation. Feeding gastrostomy was made as the first intervention and delayed primary anastomosis was performed 3 months later. The postoperative course was uneventful and he was discharged on the 22nd postoperative day.

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소양인 소양상풍증으로 진단한 군발두통 환자 치험 1례 (A Case Study of a Patient with Cluster Headache Diagnosed as Soyang-sangpung Symptomatology)

  • 유준상
    • 사상체질의학회지
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    • 제28권4호
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    • pp.396-402
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    • 2016
  • Objectives The symptom of nineteen-year-old male patient who had cluster headache was alleviated using Soyangin's diagnosis and treatment. Methods This patient was diagnosed as Soyangin in terms of QSCC II(Questionnaire of Sasang Constitutional Classification II) and ordinary symptoms and current symptoms. The disease pattern was diagnosed as Soyang-sangpung symptomology. The intensity of headache was assessed by VAS(Visual Analogue Scale). Results and Conclusions The patient's symptom was improved using Hyeongbangsabaek-san, acupuncture treatment and cupping treatment.

피레토세라피를 이용(利用)한 건선환자(乾癬患者) 62명(名)에 대(對)한 임상보고(臨床報告) (Clinical study about 62 cases of psoriasis patient using pyretotherapy)

  • 강재춘
    • 한방안이비인후피부과학회지
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    • 제25권4호
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    • pp.35-44
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    • 2012
  • Objectives : This study was aimed to evaluate the treatment effect of psoriasis patient using pyretotherapy. Methods : The clinical study was performed using retrospective observational research method. Treatment method was pyretotherapy that optimized core temperature through herbs therapy, food therapy, excercise and life style change. In other aspects, pyretotherapy is skin cure therapy that rise core temperature, down skin temperature and open sweat gland. Results : 1. 40s years showed the most coming of clinic in the distribution of age of psoriasis patient. 2. Board type showed the most number in the classification of psoriasis. 3. Pyretotherapy was very effective results in psoriasis patient treatment. 4. Pyretotherapy showed effects of rising axillary temperature and moving facial high skin temperature toward abdominal portion. Conclusions : The author is able to say that it is possible for pyretotherapy to become new skin therapy for many skin disease, especially psoriasis.

DRG 지불제도 참여기관의 재원일수 변이에 관한 연구 (Variations in hospital length of stay for diagnosis-related groups among health care institutions)

  • 이기성;강희정;남정모;조우현;강혜영
    • 보건행정학회지
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    • 제16권2호
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    • pp.77-95
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    • 2006
  • The present study was conducted to examine the degree of variation in length-of-stay (LOS) among health care institutions participating in 17 diagnosis-related groups (DRGs) payment system and to find out hospital characteristics affecting the variation. Electronic medical claims data for treatments of severity classification '0' of 17 DRGs provided for two $years(2003{\sim}2004)$ were collected. For each DRG, the degree of variation in average LOS among health care institutions were analyzed using the random effect model. For DRGs showing significant differences in LOS, multiple regression analyses were performed to find out factors associated with LOS. Significant variations in LOS were observed 9 DRGs including unilateral/bilateral lens procedures, adult/child tonsilectomy, other anal procedures, bilateral adult/child herniorraphy, unilateral child herniorraphy, and hysterectomy, and hysterectomy using laparoscopic procedure. Among the 9 DRGs, five DRGs were selected to investigate the factors explaining for the variation. It was observed that the location of institution was significant predictors for all five DRGs. Within the same DRGs, LOS was significantly shorter among the institutions located in Seoul than those in other areas. As compared to clinics, hospitals and general hospitals/tertiary care institutions showed significantly longer LOS for DRGs of lens procedures, tonsilectomy, and other anal procedures. It is recommended that the institutions located in other than Seoul area benchmark the strategies of the institution in Seoul in efficiently managing LOS. Also, significant variation within the same severity classification such as other anal procedures implies the imminent need for improvement of patient classification system.

상악전치부 결손부에서 골유도재생술식을 동반한 임플란트 수복의 증례보고 (Ridge augmentation and implant placement on maxillary anterior area with deficient alveolar ridge : case report)

  • 홍은진;고미선;정양훈;윤정호
    • 대한치과의사협회지
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    • 제57권3호
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    • pp.149-160
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    • 2019
  • Atrophic alveolar ridge of maxillary anterior area is commonly observed after the extraction of teeth in patients with severely compromised periodontal disease, causing difficulties with implant placement. Successful esthetics and functional implant rehabilitation rely on sufficient bone volume, adequate bone contours, and ideal implant positioning and angulation. The present case report categorized the ridge augmentation techniques using guided bone regeneration (GBR) on the maxillary anterior site by Seibert classification. Case I patient presented for implant placement in the position of tooth #11. The alveolar ridge was considered a Seibert classification I ridge defect. Simultaneous implant placement and GBR were performed. Eight months after implantation, clinical and radiological examinations were performed. Case III patient presented with discomfort due to mobility of the upper maxillary anterior site. Due to severe destruction of alveolar bone, teeth #11 and #12 were extracted. After three months, the alveolar ridge was considered a Seibert classification III ridge defect. A GBR procedure was performed; implantation was performed 6 months later. Approximately 1-year after implantation, clinical and radiological examinations were performed. During the whole treatment period, healing was uneventful without membrane exposure, severe swelling, or infection in all cases. Radiographic and clinical examinations revealed that atrophic hard tissues and buccal bone contour were restored to the acceptable levels for implant placement and esthetic restoration. In conclusion, severely resorbed alveolar ridge of the maxillary anterior area can be reconstructed with ridge augmentation using the GBR procedure so that dental implants could be successfully placed.

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