• 제목/요약/키워드: Health Platform

검색결과 492건 처리시간 0.029초

개인화된 건강 데이터의 대량 처리 모니터링을 위한 메시지 모델 및 동적 버퍼 할당 설계 (Design of Dynamic Buffer Assignment and Message model for Large-scale Process Monitoring of Personalized Health Data)

  • 전영준;황희정
    • 한국인터넷방송통신학회논문지
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    • 제15권6호
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    • pp.187-193
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    • 2015
  • ICT 힐링플랫폼은 만성질환 예방을 목적으로 하며 개인의 생체신호 및 생황습관 등의 정보에 기반을 둔 질환 조기 경보를 목표로 한다. 이를 위한 2-step 개방형 시스템(TOS)에는 힐링플랫폼과 개인건강데이터 저장소간의 중계가 설계되었으며 데이터 처리과정을 실시간으로 전송(모니터링)하기 위한 대량 커넥션 기반의 publish/subscribe(pub/sub) 서비스가 고려되었다. 그러나 TOS pub/sub의 초기 설계에서는 커넥션 메시지를 deflate 알고리즘으로 인코딩하기 위해, 커넥션의 유휴(idle) 여부 및 메시지의 종류에 상관없이 동일한 버퍼를 할당한다. 본 논문의 동적 버퍼 할당은 다음과 수행된다. 우선 각 커넥션의 메시지 전송 유형을 큐잉하고, 각 큐는 tf-idf를 통해 특징(feature)추출 연산 후 벡터로 변환하여 k-means 클러스터에 입력하여 군집을 생성한다. 특정 군집으로 분류된 커넥션은 해당 군집의 자원 테이블에 따라 자원을 재할당 한다. 이때 각 군집의 센트로이드(centroid)는 해당 군집을 대표하는 큐잉 패턴을 사전에 선택하여 자원참조 테이블(버퍼 크기별 인코딩 효율)로 도출한다. 제안된 설계는 TOS의 인코딩 버퍼 자원을 네트워크 커넥션에 효율적으로 배분하기 위해, 군집 및 특징 연산을 위한 연산 자원과 네트워크 대역폭 간의 trade-off를 수행함으로써 TOS의 tps(단위 시간당 실시간 데이터 처리 모니터링 연결수)를 높이는데 활용할 수 있다.

Google Trends 의 키워드 빅데이터 분석을 활용한 글로벌 스타트업 트렌드 분석: 2017~2022 (Analyzing Global Startup Trends Using Google Trends Keyword Big Data Analysis: 2017~2022)

  • 김재억;전병훈
    • Journal of Platform Technology
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    • 제11권4호
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    • pp.19-34
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    • 2023
  • 글로벌시대의 환경속에서 '스타트업'의 트렌드와 인사이트를 파악하기 위해 빅데이터 분석 플랫폼인 Google Trends를 활용하여 최근 글로벌 스타트업 생태계를 심층 트렌드 분석을 실시하였다. 분석의 타당성을 위해 BIGKinds를 통해 핵심 키워드 '스타트업'과 '글로벌'의 상관관계를 검증하였다. 또한 '스타트업' 키워드나 용어의 검색 빈도를 파악하기 위해 Google Trends를 이용하여 추출한 데이터를 기반으로 네트워크 분석을 수행하였다. 연구결과, 키워드 사이에 강한 양적 선형관계를 보여주어 통계적으로 유의미한 상관관계를 나타냈다(상관계수: +0.8906). Google Trends를 사용한 글로벌 스타트업 트렌드를 탐색한 결과 '그림4'와 같이 각 국가들의 시기별 관심도가 증가하거나 감소하는 매우 비슷한 선형적 형태를 나타났다. 특히 스타트업 관심도가 2020년 중반부터 코로나-19 팬데믹으로 인해 35~76 범위내에서 낮게 나타났지만, 2022년 3월 이후 스타트업 관심도가 눈에 띄게 상승하는 트렌드를 보였다. 또한, 한국을 제외한 각 국가별 Startups 관심도는 아주 비슷한 추세이고, 관련 주제는 startup company, technology, investment, funding, 키워드 검색어는 best startup, tech, business, invest, health, fintech 등이 공통적으로 나타나 매우 높은 상관관계가 있음을 확인하였다.

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Application of principal component analysis and wavelet transform to fatigue crack detection in waveguides

  • Cammarata, Marcello;Rizzo, Piervincenzo;Dutta, Debaditya;Sohn, Hoon
    • Smart Structures and Systems
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    • 제6권4호
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    • pp.349-362
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    • 2010
  • Ultrasonic Guided Waves (UGWs) are a useful tool in structural health monitoring (SHM) applications that can benefit from built-in transduction, moderately large inspection ranges and high sensitivity to small flaws. This paper describes a SHM method based on UGWs, discrete wavelet transform (DWT), and principal component analysis (PCA) able to detect and quantify the onset and propagation of fatigue cracks in structural waveguides. The method combines the advantages of guided wave signals processed through the DWT with the outcomes of selecting defect-sensitive features to perform a multivariate diagnosis of damage. This diagnosis is based on the PCA. The framework presented in this paper is applied to the detection of fatigue cracks in a steel beam. The probing hardware consists of a PXI platform that controls the generation and measurement of the ultrasonic signals by means of piezoelectric transducers made of Lead Zirconate Titanate. Although the approach is demonstrated in a beam test, it is argued that the proposed method is general and applicable to any structure that can sustain the propagation of UGWs.

간호중재분류 (NIC)에 근거한 부인과 간호단위의 간호중재 분석 (Analysis of Nursing Interventions Performed by Gynecological Nursing Unit Nurses Using the Nursing Interventions Classification)

  • 홍성정;이성희;김화선
    • 여성건강간호학회지
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    • 제17권3호
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    • pp.275-284
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    • 2011
  • Purpose: The purpose of this study was to identify nursing intervention performed by nurses on gynecological nursing units. Methods: The instrument in this study is based on the fifth edition of Nursing Interventions Classification (NIC) (2008). Data was collected by Electronic Medical record from August, 2010 to October, 2010 at one hospital and analyzed by using frequencies in the Microsoft Excel 2010 program. Results: Of a total of 82 NIC, domains of the nursing interventions showed higher percentages for physiological: basic (36.3%) and physiological: complex (34.5%). The classes of nursing interventions showed higher percentage for health system medication (12.1%), perioperative care (10.0%), and drug management (8.6%). The most frequently used top interventions were Discharge Planning. The thirty least used interventions was environmental management. Top thirty most frequently used interventions belonged to the domain of physiological: basic (37.9%), physiological: complex (31.1%), and behavioral (5.4%). Conclusion: These findings will help in the establishment of a standardized language for gynecological nursing units and enhance the quality of nursing care.

Use of the surface-based registration function of computer-aided design/computer-aided manufacturing software in medical simulation software for three-dimensional simulation of orthognathic surgery

  • Kang, Sang-Hoon;Lee, Jae-Won;Kim, Moon-Key
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • 제39권4호
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    • pp.197-199
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    • 2013
  • Three-dimensional (3D) computed tomography image models are helpful in reproducing the maxillofacial area; however, they do not necessarily provide an accurate representation of dental occlusion and the state of the teeth. Recent efforts have focused on improvement of dental imaging by replacement of computed tomography with other detailed digital images. Unfortunately, despite the advantages of medical simulation software in dentofacial analysis, diagnosis, and surgical simulation, it lacks adequate registration tools. Following up on our previous report on orthognathic simulation surgery using computer-aided design/computer-aided manufacturing (CAD/CAM) software, we recently used the registration functions of a CAD/CAM platform in conjunction with surgical simulation software. Therefore, we would like to introduce a new technique, which involves use of the registration functions of CAD/CAM software followed by transfer of the images into medical simulation software. This technique may be applicable when using various registration function tools from different software platforms.

정상 성인 남녀의 선 자세에서 비예측적 지지면 이동 시체간 안정성과 균형능력 비교 (Gender Difference in Trunk Stability and Standing Balance during Unexpected Support Surface Translation in Healthy Adults)

  • 김민희;김유신;윤범철
    • The Journal of Korean Physical Therapy
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    • 제26권2호
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    • pp.97-103
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    • 2014
  • Purpose: The aim of this study was to clarify the gender difference during standing balance in accordance with recruitment of abdominal muscles against sudden support surface translation. Methods: Twenty healthy males (n = 10, $26.50{\pm}3.54$ years, $170.60{\pm}6.30cm$, $72.80{\pm}5.69kg$) and females (n = 10, $24.40{\pm}2.63$ years, $163.00{\pm}4.97cm$, $52.10{\pm}4.41kg$) participated in the study. Each subject performed standing balance task on a platform, which moved in the anterior and posterior direction, with a total of 18 trials in three abdominal conditions (resting, hollowing, and bracing). We analyzed angular displacement of thoracic and lumbar spine and linear displacement of center of mass for evaluatione of spinal stability and standing balance, respectively. Results: Angular displacement of thoracic and lumbar spine and linear displacement of center of mass did not differ significantly between female and male in all conditions. Conclusion: Our results indicate that the ability to maintain spinal stability and standing balance were similar between male and female regardless of the abdominal contractile conditions and the direction of support surface translation.

NFC를 이용한 모바일 응급 의료 시스템 구현에 관한 연구 (A Study on Implementation of Mobile Emergency Medical System Using NFC)

  • 박주희
    • 한국항행학회논문지
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    • 제18권6호
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    • pp.633-639
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    • 2014
  • 최근 IT와 BT를 융합한 스마트 헬스케어를 통해 다양한 의료 서비스를 제공하는 연구가 활발하게 진행되고 있다. 짧은 시간에 최상의 응급 의료 서비스를 제공하기 위해서는 응급 상황 발생시 신속한 응급 조치가 필수적이다. 본 논문에서는 NFC 태그를 휴대하거나 NFC 기능을 적용한 스마트폰을 휴대한 사람이 의식을 잃는 사고를 당했을 때 효율적으로 응급 조치를 취할 수 있는 응급 의료 서비스 플랫폼을 제안한다. NFC를 이용하면 일상생활 중에서 낙상과 같은 사고로 의식이 없는 응급 환자에게 신체 접촉 없이 도움을 주는 것이 가능하다. 본 논문에서는 모바일 응급 의료시스템을 구현하여 환자가 스마트폰을 활용하여 응급 상황 발생시 주위 사람들에게 도움을 청하고 응급 조치 정보를 전달할 수 있음을 보였다.

Recyclable single-stranded DNA template for synthesis of siRNAs

  • Ali, Mussa M.;Obregon, Demian;Agrawal, Krishna C.;Mansour, Mahmoud;Abdel-Mageed, Asim B.
    • BMB Reports
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    • 제43권11호
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    • pp.732-737
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    • 2010
  • RNA interference is a post-transcriptional silencing mechanism triggered by the bioavailability and/or exogenous introduction of double-stranded RNA (dsRNA) into cells. Here we describe a novel method for the synthesis of siRNA in a single vessel. The method employs in vitro transcription and a single-stranded DNA (ssDNA) template and design, which incorporates upon self-annealing, two promoters, two templates, and three loop regions. Using this method of synthesis we generated efficacious siRNAs designed to silence both exogenous and endogenous genes in mammalian cells. Due to its unique design the single-stranded template is easily amenable to adaptation for attachment to surface platforms for synthesis of siRNAs. A siRNA synthesis platform was generated using a 3' end-biotinylated ssDNA template tethered to a streptavidin coated surface that generates stable siRNAs under multiple cycles of production. Together these data demonstrate a unique and robust method for scalable siRNA synthesis with potential application in RNAi-based array systems.

Ground-based Remote Sensing Technology for Precision Farming - Calibration of Image-based Data to Reflectance -

  • Shin B.S.;Zhang Q.;Han S.;Noh H.K.
    • Agricultural and Biosystems Engineering
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    • 제6권1호
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    • pp.1-7
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    • 2005
  • Assessing health condition of crop in the field is one of core operation in precision fanning. A sensing system was proposed to remotely detect the crop health condition in terms of SP AD readings directly related to chlorophyll contents of crop using a multispectral camera equipped on ground-based platform. Since the image taken by a camera was sensitive to changes in ambient light intensity, it was needed to convert gray scale image data into reflectance, an index to indicate the reflection characteristics of target crop. A reference reflectance panel consisting of four pieces of sub-panels with different reflectance was developed for a dynamic calibration, by which a calibration equation was updated for every crop image captured by the camera. The system performance was evaluated in a field by investigating the relationship between com canopy reflectance and SP AD values. The validation tests revealed that the com canopy reflectance induced from Green band in the multispectral camera had the most significant correlation with SPAD values $(r^2=0.75)$ and NIR band could be used to filter out unwanted non-crop features such as soil background and empty space in a crop canopy. This research confirmed that it was technically feasible to develop a ground-based remote sensing system for assessing crop health condition.

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Middleware services for structural health monitoring using smart sensors

  • Nagayama, T.;Spencer, B.F. Jr.;Mechitov, K.A.;Agha, G.A.
    • Smart Structures and Systems
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    • 제5권2호
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    • pp.119-137
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    • 2009
  • Smart sensors densely distributed over structures can use their computational and wireless communication capabilities to provide rich information for structural health monitoring (SHM). Though smart sensor technology has seen substantial advances during recent years, implementation of smart sensors on full-scale structures has been limited. Hardware resources available on smart sensors restrict data acquisition capabilities; intrinsic to these wireless systems are packet loss, data synchronization errors, and relatively slow communication speeds. This paper addresses these issues under the hardware limitation by developing corresponding middleware services. The reliable communication service requires only a few acknowledgement packets to compensate for packet loss. The synchronized sensing service employs a resampling approach leaving the need for strict control of sensing timing. The data aggregation service makes use of application specific knowledge and distributed computing to suppress data transfer requirements. These middleware services are implemented on the Imote2 smart sensor platform, and their efficacy demonstrated experimentally.