• 제목/요약/키워드: POD technique

검색결과 82건 처리시간 0.016초

합성곱신경망을 활용한 천리안위성 2A호 영상 기반의 동해안 냉수대 감지 연구 (A Study on the GK2A/AMI Image Based Cold Water Detection Using Convolutional Neural Network)

  • 박숭환;김대선;권재일
    • 대한원격탐사학회지
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    • 제38권6_2호
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    • pp.1653-1661
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    • 2022
  • 본 연구에서는 천리안위성 2A호 1일 평균 표층수온영상을 대상으로 합성곱신경망(convolution neural network, CNN) 딥러닝 기법을 적용하여 냉수대 발생 여부를 분류하는 연구를 수행하였다. 이를 위하여, 2019년부터 2022년까지 1,155장의 영상을 사용하였으며, 국립수산과학원 제공 냉수대 발생 주의보 및 경보자료로부터 냉수대 발생 영상과 그 외 영상으로 분류하여 학습을 수행하였다. 학습 결과로 82.5%의 probability of detection (POD)와 54.4%의 false alarm ratio (FAR) 지수를 획득하였다. 오분류 분석을 통해 냉수대 분류에 실패한 경우의 대부분은 구름의 영향 때문이며, 비냉수대를 오분류한 경우의 대부분은 실제 영상에 냉수대가 존재함을 확인하였다.

조기퇴원 수술환자의 병원중심 가정간호 효과 및 비용분석에 관한 연구 (A Study on Effectiveness of the Hospital-based Home Nursing Care of the Early Discharged Surgical Patients and its Cost Analysis)

  • 박경숙;정연강
    • 대한간호학회지
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    • 제24권4호
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    • pp.545-556
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    • 1994
  • Medical insurance and health care delivery system enabled Korean people to get the necessary medical service, but it caused increased needs for medical service, and resulted in the occurence of some problems such as a lack of manpower and medical facilities. In order to solve these problems, many countries, which already had medical insurance system had developed home care system and it has been regarded effective both in reducing costs and in increasing the rates of turnover of bed. Recently, Korea has included home nursing care in its health care delivery system, and some models of the hospital based home nursing care had been tried and its effects had been evaluated. So, author tried to run a home nursing care for the Cesarean section mothers and evaluate Its effects both in the mother's health and costs. This study was designed as a Quasi-experimental study. Subjects were thirty mothers who got Cesarean section operation in hospital in Seoul. Experimental group consisted of 15 volunteers, and control group were selected by means of matching technique. Data were gathered from February 1st to March 26th by two assistants who were trained by author. Experimental group were discharged on the 4th day after their operation, and got nursing care and assessment about their home three times on the 5th, 6th, and 7th day. Control group stayed in the hospital until 7th day as usual and were checked on the same day as above mentioned To evaluate the state of physiological recovery, vital signs, H.O.F, presence of edema in the legs, bathing, appetite, sleep, presence of pain or discomfort in the breasts, amount of lochia, color of lochia, defecation urination. To compare incidence of complication in experimental group with that in control group, specific assessment was done such variables as smell of lochia, presence of inflammation of operation wound, dizziness, and presence of immobilization in the extremities. The activities of daily living were checked Satisfaction of nursing were checked To calculate costs, author asked subjects to specify expenditure including hospital charge, traffic enpenses, and food expenses. The results were as fellows. 1. On effectiveness of home nursing careThere were n significant differences between experimental and control group in incidence of abnormal symptoms and any complication. The number of taking a bath [POD #5 P=0.001, #6 P=0.0003, #7 P=0.001] and the degree of appetite [POD #5 P=0.03, #6 P=0.02, #7 P=0.013] were significantly higher in experimental group than in control group. Contrary to author's expectation, the degree of the activities of daily living in experimental group was not higher than that of control group. All of the experimental group said they were satisfied with the home nursing care. 2. Cost analysis 1) Hospital charge of experimental group was lower than that of control group. [P=0.009] By taking home nursing care, average period of hospitalization was shortened to 3.1 days, and family members could save 22.8 hours. Total amount of money saved by early discharge was 3,443,093 Won. It is estimated that total amount of money saved by early discharge in a year will be 40,398,956 Won. 2) Home nursing care charge of 15 mothers was 1,781,633 Won. It is estimated that total amount of money Saved by it in a year Will be 20,904,493 Won. It was lower altogether than hospital charge of the three days which is 5th, 6th, 7th day of operation. The average cost of single home visit was calculated 10,940 Won. It took 87 minutes per round and it costed 1,017.3 Won. The average hour of home care was 39.0 minutes. 3) It is expected that early discharge can bring forth the increase of hospital income. On the condition that the rate of running bed is 100%, the expected increase of hospital income will be 202,374, 026 Won in a year. Suggestions for further study and nursing practice are as follows : 1. For the welfare of patients and the increased rates of running bed, home nursing care system should be included in the hospital nursing care system. 2. Studies to test effect of home nursing care on the patients with other diseases are needed. 3. Establishment of law on the practice of home nursing care is strongly recommended.

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