• 제목/요약/키워드: patient recognition

검색결과 417건 처리시간 0.03초

Development of A Uniform And Casual Clothing Recognition System For Patient Care In Nursing Hospitals

  • Yun, Ye-Chan;Kwak, Young-Tae
    • 한국컴퓨터정보학회논문지
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    • 제25권12호
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    • pp.45-53
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    • 2020
  • 본 연구의 목적은 요양병원에서 발생할 수 있는 노인안전사고 발생률을 감소시키는 것이다. 즉, 위험지역으로 접근하는 인물이 노인(환자복) 그룹인지 실무자(평상복) 그룹인지를 CCTV에 나타나는 의복을 기준으로 구별하는 것이다. Web Crawling기법과 요양병원으로부터 지원을 받아 기초 데이터를 수집하였다. 이후 Image Generator와 Labeling으로 모델 학습 데이터를 만들었다. CCTV의 제한된 성능 때문에 높은 정확도와 속도를 모두 갖춘 모델을 만드는 것은 어려웠다. 그러므로 정확성이 상대적으로 우수한 ResNet 모델, 속도에서 상대적으로 우수한 YOLO3 모델을 각각 구현했다. 그리고 요양병원이 자신의 실정에 맞는 모델을 고를 수 있게 하고자 했다. 연구 결과 환자복과 평상복을 적절한 정확도로 구별할 수 있는 모델을 구현하였다. 따라서 실제 사용처에서 노인들이 위험구역에 접근하지 못하도록 하여 요양병원 안전사고 감소에 이바지 할 것으로 평가된다.

Activity recognition of stroke-affected people using wearable sensor

  • Anusha David;Rajavel Ramadoss;Amutha Ramachandran;Shoba Sivapatham
    • ETRI Journal
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    • 제45권6호
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    • pp.1079-1089
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    • 2023
  • Stroke is one of the leading causes of long-term disability worldwide, placing huge burdens on individuals and society. Further, automatic human activity recognition is a challenging task that is vital to the future of healthcare and physical therapy. Using a baseline long short-term memory recurrent neural network, this study provides a novel dataset of stretching, upward stretching, flinging motions, hand-to-mouth movements, swiping gestures, and pouring motions for improved model training and testing of stroke-affected patients. A MATLAB application is used to output textual and audible prediction results. A wearable sensor with a triaxial accelerometer is used to collect preprocessed real-time data. The model is trained with features extracted from the actual patient to recognize new actions, and the recognition accuracy provided by multiple datasets is compared based on the same baseline model. When training and testing using the new dataset, the baseline model shows recognition accuracy that is 11% higher than the Activity Daily Living dataset, 22% higher than the Activity Recognition Single Chest-Mounted Accelerometer dataset, and 10% higher than another real-world dataset.

간호사의 정맥주사 관리에 대한 인식과 수행에 관한 연구 (A Study on the Nurse's Recognition and Performance in Intravenous Therapy Management)

  • 김명희;김윤화
    • 기본간호학회지
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    • 제5권2호
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    • pp.207-224
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    • 1998
  • The purposes of this study were to identify nurse's recognition and performance and to represent the factors of hindrance in the IV therapy management. The subjects were 420 nurses who worked at five general hospitals in Pusan. Tha data were collected using a questionnaire and the period of data collection was from January 1 to January 31, 1998. The instrument for this study was made by author oneself on the basis of guidelines Simmons et al', CDC' Stanley' and Kurdi' guideline, Cllinical Nurse's Association' that consist of 68 items for 5 fields ; pre-injection, just before-injection, needle-injection, during injection, post-injection field. Cron-bach Alpha coefficient of recognition and performance in the IV therapy management was .93 and .87. The datas were analized by a SPSS program using frequency, percent, paired t-test, t-test and oneway ANOVA. The results obtained were as follows : 1. The mean score of recognition in IV therapy management was significantly higher than that of performance(t=5.86, P<.001). 2. The items of lower than mean score of each fields in performance were the identification of drugs, hands washing, patient teaching about medication, disinfectional methods of the injection site and the rubber stopper in bottle, the use of disposable gloves, mask and eye goggles at the chemotherapy preparation, use of tape and armboard, changing the IV tubing, labeling the dressing over the injection site, observation and recordings of patient's condition after medication and confirmation of the needle length at the needle removal. 3. The factors of hindrance in IV therapy were 'having no time', 'insufficiency of goods', 'unknowing of methods', 'no disadvantage', and 'factors of doctor's doing'. The most important factor was 'have no time', especially item of hands washing. The other factors of hindrance showed high frequency in the following items ; 'insufficiency of goods' in the use of disposable gloves, mask and eye goggles at the chemotherapy preparation, 'unknowing of methods' in the certification of drugs compatibility, 'no disadvantage' in the labeling the dressing over the injection site, and 'factors of doctor's doing' in the changing the subclavian catheter dressing and checking the glucose level during the TPN infusion. In conclusion, there is necessity of educational program which can improve the nurse's knowledge of drugs, disinfection methods, comfort of patient and recordings in IV therapy management and alternative plan which are political and financial aids such as setting up the sink, giving of paper towels and necessary goods in the IV therapy for reducing the factors of hindrance for IV therapy management.

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호스피스 완화의료 교육이 가정 호스피스에 미치는 영향

  • 문도호;최화숙;박준희;이오숙;김영실
    • 호스피스학술지
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    • 제4권2호
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    • pp.1-8
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    • 2004
  • Purpose: This research aims to assess the effect of group education of hospice and palliative care program on recognition of home hospice care for terminal cancer patients and their family members. Methods: The terminal cancer patients or their family members who have visited Sam Anyang Hospital from January to September in 2004 participated in group education of hospice and palliative care program on one time a week. Of those, 32 patients or family members who were called education group has participated in group education more than 4 times and responded to a questionnaire. Sixty three patients or family members who were called non-education group have never participated in group education of hospice and palliative care program during the same period. Data were collected and done comparative analysis about both group. Results: A knowledge difference on definition of hospice and palliative care come out 29 people(91%) in education group and 26 people(41%) in non-education group. The recognition of home hospice care in education group(32 people, 100%) was significantly higher than non-education group(15 people,24%). A intention to home hospice care in education group(23 people, 72%) was significantly higher than non-education group(10 people,16%) and practically number of home hospice care was 15 people(50%) in education group and 8(13%) in non-education group. The recognition about cancer of patients was not significant differences in both group. People that the response to the question about 'Did you let your patient know to be the terminal cancer patient?' is 'yes' was 12 people(38%) in education group and 13(21%) in non-education group. Patients in education group had insight about terminal cancer significantly higher than non-education group. Conclusion: If we educated effective hospice and palliative care program in terminal cancer patients or their family members, we think the recognition of cancer and hospice and palliative care improve, and the home hospice care be activated more and more.

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지문인식 기반의 전자의무기록 시스템 인증 모델 (An Authentication Model based Fingerprint Recognition for Electronic Medical Records System)

  • 이용준
    • 정보처리학회논문지C
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    • 제18C권6호
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    • pp.379-388
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    • 2011
  • 의료정보는 환자에게 중요한 개인정보로써 반드시 보호돼야 한다. 특히 전자의무기록에 접근할때, 의료인의 강화된 신원확인에 대한 인증방식이 필요하다. 기존의 공인인증서 기반 인증모델은 개인키 관리, 권한위임 등 문제점으로 전자의무기록의 특성을 반영하지 못했다. 본 논문에서는 전자의무기록 시스템에 의료인이 접근하는 경우 지문인식 기반 인증 모델을 적용하여 강화된 인증방식을 제안한다. 전자의무기록의 지문인증 모델은 의료업무의 특성을 반영하여 개인키 관리, 권한위임 문제를 원천적으로 해결하였다.

Takotsubo cardiomyopathy in a patient with oral cancer

  • Jeon, Da-Nee;Park, Kun-Hyo;Lee, Jung-Han;Kim, Uk-Kyu;Kim, Eun-Jung;Yoon, Ji-Young
    • Journal of Dental Anesthesia and Pain Medicine
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    • 제15권3호
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    • pp.157-160
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    • 2015
  • A patient with squamous cell carcinoma on the left mandible presented with symptoms similar to acute coronary syndrome just after surgery. The exact etiology was unclear, but following transthoracic echocardiogram, takotsubo cardiomyopathy was diagnosed. This is a rare, acute, and reversible form of heart failure, and the patient recovered completely within weeks. Related risk factors are believed to include extended surgery times and extended time under general anesthesia. Early recognition, followed by postoperative control of pain and anxiety are crucial to patient recovery.

노인 우울증 환자의 진단에서 뇌 SPECT의 효율성 (Utility of Brain SPECT in Diagnosis of Elderly Depressed Patient)

  • 김영철
    • 수면정신생리
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    • 제1권2호
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    • pp.193-196
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    • 1994
  • Primary depression with cognitive impairment, referred to as depressive pseudodementia, may be mistaken for a progressive degenerative dementia. Recognition of primary depression is clinically important because of its treatability. To differentiate depression from degenerative dementia, author used brain SPECT. By the result the regional cerebral blood flow(rCBF) in elderly depressed patient was decreased in the right frontal cortex. The pattern of rCBF was different from that of dementia which shows decreased rCBF in bifrontal cortex. By using brain SPECT in depressed elderly patient with cognitive impairment, the discrimination from dementia will be more effective and accurate.

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투신 사고와 자살 사이의 상당인과관계 인정과 손해배상의 범위에 대한 소고 - 대법원 2007.1.11. 선고 2005다44015 판결을 중심으로 - (Recognition of Reasonable Causation in Cases of Mentally Ill Patients Committing Suicide and the Adequate Level of Damages)

  • 이정선
    • 의료법학
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    • 제9권1호
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    • pp.165-196
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    • 2008
  • Recently the Supreme Court held that "in cases in which a patient suffering from a mental disorder attempts to commit suicide, fails, and then succeeds in a subsequent attempt, the following circumstances must be present in order to acknowledge reasonable causation between the negligence of the hospital with regards to taking care of the patient and the death of the patient; there must have existed negligence on the part of the hospital with regards to their failure to stop the 1stsuicide attempt, injurious aftereffects must have been caused to the patient by the1stsuicide attempt, and said aftereffects must have been the main cause for the 2nd successful suicide attemtp." This, in effect, lessens the requirements of past holdings of the Supreme Court which held that "to acknowledge reasonable causation between the negligence of the hospital and the patient that commits suicide, the patient must have experienced such severe physical and mental suffering from the previous attempt so that they could not help but choose to commit suicide". The fact that the Supreme Court did not clearly state such changes in their view on this matter should be corrected. Also, the fact that the court only held the hospital liable for damages of less than 50 million won, only calculating damages up to the point when the deceased passed, is inadequate compared to other cases and should be corrected.

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신장공여자와 신장수혜자를 가진 가족들의 사회심리적 적응 (Psychosocial Adjustment in Families with Kidney Donor or Recipient)

  • 이명선
    • 대한간호학회지
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    • 제29권4호
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    • pp.790-801
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    • 1999
  • The purpose of this study was to generate a grounded theory of how families with kidney donor or recipient coped with kidney transplantations. Interview data from twelve families involved in kidney transplants was analyzed using the grounded theory method. Data analysis revealed that “protecting the family” was the main theme that represented family member experiences. In order to maintain family function and to protect the family from breaking up, family members had to adjust the family structure from the traditional style of a husband-centered family, to one that was patient health -centered. The process of this adjustment was a very long and difficult one, taking several years from the recognition of the kidney disease to the kidney transplants. Family members, especially spouses, employed nine different strategies to deal with various problems and conflicts which occurred during the process : 1) paying attention to the patient's illness and complications ; 2) accepting the patient's illness as the family's illness as well ; 3) managing the patient's illness and complications that occured ; 4) being thrifty ; 5)supporting the kidney donor ; 6) accepting and replacing the lost roles of the patient ; 7) keeping composure and encouraging the patient ; 8) sustaining the patient's independence ; 9) self-restraining sexual desires. These findings suggest that there is a developmental process where family members adjust to a kidney transplant over time. There is also a need for increased social and psychological health services for all family members over the course of kidney transplants.

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A case of Noonan syndrome diagnosed using the facial recognition software (FACE2GENE)

  • Kim, Soo Kyoung;Jung, So Yoon;Bae, Seong Phil;Kim, Jieun;Lee, Jeongho;Lee, Dong Hwan
    • Journal of Genetic Medicine
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    • 제16권2호
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    • pp.81-84
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    • 2019
  • Clinicians often have difficulties diagnosing patients with subtle phenotypes of Noonan syndrome phenotypes. Facial recognition technology can help in the identification of several genetic syndromes with facial dysmorphic features, especially those with mild or atypical phenotypes. A patient visited our clinic at 5 years of age with short stature. She was administered growth hormone treatment for 6 years, but her growth curve was still below the 3rd percentile. She and her mother had wide-spaced eyes and short stature, but there were no other remarkable features of a genetic syndrome. We analyzed their photographs using a smartphone facial recognition application. The results suggested Noonan syndrome; therefore, we performed targeted next-generation sequencing of genes associated with short stature. The results showed that they had a mutation on the PTPN11 gene known as the pathogenic mutation of Noonan syndrome. Facial recognition technology can help in the diagnosis of Noonan syndrome and other genetic syndromes, especially in patients with mild phenotypes.