• 제목/요약/키워드: healthcare information technology

검색결과 710건 처리시간 0.031초

Hybrid Fraud Detection Model: Detecting Fraudulent Information in the Healthcare Crowdfunding

  • Choi, Jaewon;Kim, Jaehyoun;Lee, Ho
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제16권3호
    • /
    • pp.1006-1027
    • /
    • 2022
  • In the crowdfunding market, various crowdfunding platforms can offer founders the possibilities to collect funding and launch someone's next campaign, project or events. Especially, healthcare crowdfunding is a field that is growing rapidly on health-related problems based on online platforms. One of the largest platforms, GoFundMe, has raised US$ 5 billion since 2010. Unfortunately, while providing crucial help to care for many people, it is also increasing risk of fraud. Using the largest platform of crowdfunding market, GoFundMe, we conduct an exhaustive search of detection on fraud from October 2016 to September 2019. Data sets are based on 6 main types of medical focused crowdfunding campaigns or events, such as cancer, in vitro fertilization (IVF), leukemia, health insurance, lymphoma and, surgery type. This study evaluated a detect of fraud process to identify fraud from non-fraud healthcare crowdfunding campaigns using various machine learning technics.

한·중·일·미 4개국 현대의료계획의 동향과 동북아시아 의료네트워크의 구상에 관한 연구 (A Study on the Northeast Asia Healthcare Network Plan and Modern Healthcare Planning Trends in Korea, China, Japan & the United States)

  • 최광석
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
    • /
    • 제11권3호
    • /
    • pp.61-73
    • /
    • 2005
  • Recently, Korea is becoming a world-leading country in various industrial fields with it's advanced information technology. In the 20th century, Korea went through a chaotic period from Japanese colonization via the Korean war to IMF because of lack of globalization. Now, we have a mission and the abilities to lead world-wide trends in entire fields of society. This study, comparing the modern healthcare planning trends in Korea, China, Japan and the United States, proposes the Northeast Asia Healthcare Network Plan which Korea leads. United States is the starter of healthcare network, but it's location is too far from Asia and IT is also inferior to the Korean. Japan seems to have no concerns with this healthcare network. And the current China is a rapid growing period and is too much for building its domestic healthcare infra-structure. they still have no concerns with re-structuring of healthcare system and facilities. Because of these reasons, I think Korea should have to lead Northeast Asia Healthcare network.

  • PDF

시뮬레이션 기반의 한글 성명 유사도 산출 알고리즘의 최적 가중치 산정 방법 (Estimate weighted value for korean name similarity computing algorithm based on simultation.)

  • 정병희;이규호;박동하;최영환;양준용
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2014년도 추계학술발표대회
    • /
    • pp.940-941
    • /
    • 2014
  • 국내 MPI 시스템의 도입을 위하여 한글성명에 대한 유사도 비교 알고리즘이 필요하다. 기존의 영문성명 비교 알고리즘의 경우 조합형 글자를 지원하지 않기 때문에 한글에 적용할 경우 좋은 결과를 내지 못한다. 이러한 문제를 해결하기 위해 한글성명 매칭 알고리즘을 연구하였으며 본 논문에서는 한글 유사도 알고리즘에서 사용되는 여러 가중치의 최적 값을 시뮬레이션을 통해 산정하는 방법에 관하여 연구하였다.

Customer Perspective Analysis on Ubiquitous Healthcare Services

  • 이윤미;한현수
    • 한국경영정보학회:학술대회논문집
    • /
    • 한국경영정보학회 2008년도 춘계학술대회
    • /
    • pp.114-120
    • /
    • 2008
  • While ubiquitous healthcare (u-health) services were expected to propagate along with conventional healthcare services, recent progress indicated rather limited market acceptance. In this paper, we investigated the fundamental causes of why the consumer acceptance level of u-health services has been low. We draw upon innovation adoption theories to analyze the consumer readiness of the typical u-health services. The comparative analysis between innovative u-health services and conventional services was performed using analytic hierarchy process (AHP). Subsequently, policy and business implications including technological breakthrough insights were discussed based on the customer perspective comparative adoption analysis. The propositions captured through this study provide useful insight to further studies on u-health services.

  • PDF

LBS 기반 Healthcare 시스템을 위한 환자 위치 정보 활용에 관한 연구 (A Study on the Application of Patient Location information for Healthcare System based on LBS)

  • 안진수;허정일;임수영;서정호;김우식
    • 한국정보통신설비학회:학술대회논문집
    • /
    • 한국정보통신설비학회 2007년도 학술대회
    • /
    • pp.381-385
    • /
    • 2007
  • As development of wireless communication technology has promoted mobility, Location Based Service (LBS) became embossed. The LBS is a service to recognize and utilize a location of a person or a thing through a device that ensures mobility based on wireless communication network. This paper thus researches on Healthcare Method to respond to emergency rapidly by recognizing a patient's location with the LBS. The LBS also provides location information of a user as well as remote management of organism data such as ECG data or pulse, which is transferred to a hospital or an emergency room.

  • PDF

A Review of Concepts, Advantages and Pitfalls of Healthcare Applications in Blockchain Technology

  • Al-asmari, Aisha M.;Aloufi, Rahaf I.;Alotaibi, Youseef
    • International Journal of Computer Science & Network Security
    • /
    • 제21권5호
    • /
    • pp.199-210
    • /
    • 2021
  • Recently, research in blockchain technology has grown in popularity. Most of these researches have pointed out designing and improving conceptual structures to create digital systems that are more secure, accessible, and effective. Although blockchain offers a wide range of advantages, it also has some pitfalls. This research aims to present an understanding of the properties of blockchain, the advantages, pitfalls, and applications based on blockchain technology. To achieve the goal of understanding blockchain technology concepts, a systematic literature review approach was introduced. 93 papers were chosen and reviewed in total. Therefore, this research provides a summary of recent studies that have been published in the field of blockchain. Moreover, we have created concept maps and tables that aid in a deep understanding of blockchain technology concepts and exhibit some of the blockchain applications. In blockchain-based applications, we focused on two areas, namely the Internet of Things (IoT) and healthcare.

유헬스케어 서비스 환경 내 개인정보 보호 모델 설계 (Design of Personal Information Security Model in U-Healthcare Service Environment)

  • 이봉근;정윤수;이상호
    • 한국컴퓨터정보학회논문지
    • /
    • 제16권11호
    • /
    • pp.189-200
    • /
    • 2011
  • IT 기술의 급속한 발전과 보급에 힘입어 미래의 의료형태인 IT 융합 헬스케어 서비스 기술은 많은 변화가 이루어지고 있다. 특히, IT 기술이 헬스케어와 융합되면서 사용자의 민감한 의료정보가 유출되고 사용자 프라이버시가 침해되는 문제가 발생되면서 그에 따른 대비책이 필요하다. 본 논문에서는 유헬스케어 환경에서 사용자의 프라이버시를 보호하기 위해서 환자의 ID 정보를 사용자 상태 및 접근 레벨에 따라 통합/분할 관리할 수 있는 유헬스케어 서비스 모델을 제안한다. 제안된 모델은 실 환경에서 효과적으로 활용할 수 있도록 사용자 신분확인, 병원 권한확인, 진료기록 접근제어, 환자진단 등의 기능으로 구분한다. 또한, 사용자의 ID가 중앙의 서버에서 통합 관리되는 동시에 병원간 공유되는 사용자의 정보에 대한 프라이버시를 보호하기 위해서 사용자의 보안 레벨 및 권한에 따라 사용자의 ID를 병원에 분할 적용하여 제 3자에 의한 사용자의 프라이버시 침해 및 의료정보 유출을 예방한다.

소비자 행태 분석을 통한 헬스케어 시장 전망 (Analyze Consumer Behavior through Prospect of Healthcare Market)

  • 길현진;김우빈;이재봉
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2015년도 춘계학술대회
    • /
    • pp.513-516
    • /
    • 2015
  • 헬스케어 산업은 첨단 IT 제품과 무선 통신의 발달로 급속도로 성장하고 있는 분야다. 특히 우리나라는 물론 세계적으로 고령화 사회에 접어들고 있어 직접 병원에 방문하기보단 언제 어디서나 치료를 받고 싶어 하는 이용자들이 증가하는 추세이다. 또한 최근에는 창의적인 아이디어를 가진 신생기업들도 설립되고 있고 헬스케어 산업이 발전함에 따라 사물인터넷을 이용한 헬스케어 디바이스도 개발되고 있다. 따라서 본 논문에서는 헬스케어 소비자를 대상으로 한 설문조사를 통해 헬스케어 이용 동향 및 문제점을 분석하였다. 그리고 이를 통해 향후 헬스케어 시장의 발전 방안을 제시했다.

  • PDF

An ECG Monitoring and Analysis Method for Ubiquitous Healthcare System in WSN

  • Bhardwaj, Sachin;Lee, Dae-Seok;Chung, Wan-Young
    • Journal of information and communication convergence engineering
    • /
    • 제5권1호
    • /
    • pp.7-11
    • /
    • 2007
  • The aim of this paper is to design and implement a new ECG signal monitoring and analysis method for the home care of elderly persons or patients, using wireless sensor network (WSN) technology. The wireless technology for home-care purpose gives new possibilities for monitoring of vital parameter with wearable biomedical sensors and will give the patient freedom to be mobile and still be under continuously monitoring. Developed platform for portable real-time analysis of ECG signals can be used as an advanced diagnosis and alarming system. The ECG features are used to detect life-threatening arrhythmias, with an emphasis on the software for analyzing the P-wave, QRS complex, and T-wave in ECG signals at server after receiving data from base station. Based on abnormal ECG activity, the server transfer diagnostic results and alarm conditions to a doctor's PDA. Doctor can diagnose the patients who have survived from arrhythmia diseases.

스마트 의료 환경에서 이기종 네트워크 간 연동 기술 설계 (Design of Interworking Technology for Heterogeneous Medical Device Networks in Smart Healthcare Environments)

  • 김민진;이승한;김재수
    • 디지털산업정보학회논문지
    • /
    • 제11권4호
    • /
    • pp.25-31
    • /
    • 2015
  • Smart healthcare environments which merge medical and IT technology are getting ready for the third generation centering EHR from current second generation. As a basic technology for the introduction and activation of EHR systems it requires heterogeneous network interworking techniques between various wired and wireless medical devices. Interworking technology for heterogeneous network among various medical devices is needed to introduce EHR system. The heterogeneous network interworking technology is needed for construction of a reliable data system to convert each of unstructured data into structured data. Therefore, in this paper, we identify the domestic and international trends of smart medical field and analyze the characteristics of wired and wireless communication technology that is used in a heterogeneous network. and also suggest requirements needed for interworking technology and provide interworking technology based on them. we expect that proposed method which is designed for smart healthcare environments would provide a basic architecture needed for third smart medical technology generation.