• 제목/요약/키워드: Data de-identification

검색결과 119건 처리시간 0.025초

ISO TS 25237을 적용한 보건의료정보의 새로운 재식별 처리에 관한 연구 (Study on the New Re-identification Process of Health Information Applying ISO TS 25237)

  • 김순석
    • 융합보안논문지
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    • 제19권5호
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    • pp.25-36
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    • 2019
  • 정보 통신 기술의 발달로 환자의 의료 정보를 전자적으로 처리하고 관리하는 병원이 증가하고 있다. 그러나 의료 정보가 전자적으로 처리되는 경우에도 환자 또는 의료진의 개인 정보를 침해 할 여지는 여전히 남아 있다. 이와 관련하여 2017년 국제 표준화기구 (ISO)는 ISO TS 25237 보건의료정보-가명을 발표한 바 있다. 본 논문에서는 ISO TS 25237에서의 보건의료정보의 가명화 절차 및 제안된 방법의 문제점에 근거한 재식별 처리 과정을 검토하고자 한다. 또한, 우리는 비식별 데이터 세트와 원본 데이터 사이의 매핑 테이블을 암호문으로 유지함으로써 기본 우리가 제안한 바 있는 안전한 차등 개인 정보 보호 방법에 재식별 절차를 추가하는 새로운 처리 방법을 제안하고자 한다. 제안하는 방법은 일부 정책적인 관리 문제를 제외하고는 ISO TS 25237 신뢰 서비스 제공 업체의 요구 사항을 충족시키는 것으로 입증되었다.

Development of a Leading Performance Indicator from Operational Experience and Resilience in a Nuclear Power Plant

  • Nelson, Pamela F.;Martin-Del-Campo, Cecilia;Hallbert, Bruce;Mosleh, Ali
    • Nuclear Engineering and Technology
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    • 제48권1호
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    • pp.114-128
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    • 2016
  • The development of operational performance indicators is of utmost importance for nuclear power plants, since they measure, track, and trend plant operation. Leading indicators are ideal for reducing the likelihood of consequential events. This paper describes the operational data analysis of the information contained in the Corrective Action Program. The methodology considers human error and organizational factors because of their large contribution to consequential events. The results include a tool developed from the data to be used for the identification, prediction, and reduction of the likelihood of significant consequential events. This tool is based on the resilience curve that was built from the plant's operational data. The stress is described by the number of unresolved condition reports. The strain is represented by the number of preventive maintenance tasks and other periodic work activities (i.e., baseline activities), as well as, closing open corrective actions assigned to different departments to resolve the condition reports (i.e., corrective action workload). Beyond the identified resilience threshold, the stress exceeds the station's ability to operate successfully and there is an increased likelihood that a consequential event will occur. A performance indicator is proposed to reduce the likelihood of consequential events at nuclear power plants.

First Record of Ulva pertusa Kjellman (Ulvales, Chlorophyta) in the Pacific Coast of Mexico

  • Aguilar-Rosasl, Racal;Aguilar-Rosas, Luis E.;Shimada, Satoshi
    • ALGAE
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    • 제23권3호
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    • pp.201-207
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    • 2008
  • Based on samplings during 2006-2007 on the intertidal zone of Playa Tampico, Eréndira and Punta Baja, Baja California, Ulva pertusa Kjellman (Ulvales, Chlorophyta) was recorded for the first time for the Pacific coast of Mexico. An alga native to Asia, U. pertusa has just recently been recorded in the southern coast of California (USA). The identification of U. pertusa was based on the observation of the morphology and reproductive characters of the collected specimens. Furthermore, the species identity was confirmed by molecular comparison between nuclearencoded ITS2 sequences of the Mexican samples and those of other Ulva species in GenBnak data. Habitat and distribution of U. pertusa along the Pacific coast of North America are also described. Considering our new report of its occurrence in Mexico, we conclude that U. pertusa is expanding its geographical distribution by trans-ocean introductions.

Flavor identification and analysis of fermented soybean pastes

  • Da-Na Lee;Kyung-Min Lee;Sung-Eun Lee;Tae-Oh Kim
    • 한국식품저장유통학회지
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    • 제31권3호
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    • pp.374-384
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    • 2024
  • Soybean paste is a staple food used to make doenjang (DE), cheonggukjang (CGJ), and miso (MI). In this study, solid-phase microextraction followed by gas chromatography-mass spectrometry was used to identify volatile components in DE, CGJ, and MI, and principal component analysis (PCA) was performed to determine their correlation between soybean pastes. Esters and hydrocarbons accounted for more than 55% of the total volatile components. PCA showed that esters were highly correlated with DE; pyrazines were correlated with CGJ; and alcohols were highly correlated with MI. Because DE, CGJ, and MI are made of the same material, their overall volatile content tended to be similar. However, the main volatile components and fragrances were different. These findings will be used as basic research data to promote quality improvement of soybean-based fermented foods in Korea and Japan.

Application of Autofluorescence for Confocal Microscopy to Aid in Archaeoparasitological Analyses

  • Morrow, Johnica Jo;Elowsky, Christian
    • Parasites, Hosts and Diseases
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    • 제57권6호
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    • pp.581-585
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    • 2019
  • Confocal laser scanning microscopy (CLSM) was used to examine archaeoparasitological specimens from coprolites associated with La Cueva de los Muertos Chiquitos (CMC) located near present-day Durango, Mexico. The eggs for 4 different types of parasites recovered from CMC coprolites were imaged using CLSM to assist with identification efforts. While some of the parasite eggs recovered from CMC coprolites were readily identified using standard light microscopy (LM), CLSM provided useful data for more challenging identifications by highlighting subtle morphological features and enhancing visualization of parasite egg anatomy. While other advanced microscopy techniques, such as scanning electron microscopy (SEM), may also detect cryptic identifying characters, CLSM is less destructive to the specimens. Utilizing CLSM allows for subsequent examinations, such as molecular analyses, that cannot be performed following SEM sample preparation and imaging. Furthermore, CLSM detects intrinsic autofluorescence molecules, making improved identification independent of resource and time-intensive protocols. These aspects of CLSM make it an excellent method for assisting in taxonomic identification and for acquiring more detailed images of archaeoparasitological specimens.

Identification of a Bacillus thuringiensis Surface Layer Protein with Cytotoxic Activity against MDA-MB-231 Breast Cancer Cells

  • Rubio, Viviana P.;Bravo, Alejandra;Olmos, Jorge
    • Journal of Microbiology and Biotechnology
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    • 제27권1호
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    • pp.36-42
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    • 2017
  • In this work, we isolated a surface layer protein (SLP) from a Bacillus thuringiensis (Bt) strain to evaluate it cytotoxic effects against MDA-MB-231 human breast cancer cells. AP11 was selected from a g roup of Bt strains using SLP olig onucleotides developed from Bacillus conserved regions. The AP11 strain was grown in Luria Bertani medium until the late exponential phase; an 86 kDa protein was extracted using 5 M LiCl and identified by liquid chromatography-tandem mass spectrometry. It corresponded to a multispecies SLP highly similar to previously described SLPs in Bt. The MDA-MB-231 breast cancer cells $LC_{50}$ was obtained using $0.25{\mu}g/ml$ of the isolated SLP. HaCat non-cancerous cells presented 90% survival using the same protein concentration. Our data suggest that SLP cytotoxicity against MDA-MB-231 could be induced by an interaction with the CDH11 cell membrane receptor.

데이터 큐브를 이용한 폐암 2-DE 젤 이미지에서의 예외 탐사 (Discovery-Driven Exploration Method in Lung Cancer 2-DE Gel Images Using the Data Cube)

  • 심정은;이원석
    • 정보처리학회논문지D
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    • 제15D권5호
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    • pp.681-690
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    • 2008
  • 단백질체학에서 특정 조건 하에서 단백질의 기능 이상 및 구조 변형 유무를 규명하고 질병 과정을 추적하는 것은 중요한 연구이다. 일반적으로 단백질의 발현량 변화 분석에는 통계적 방법이 많이 사용되고 있으며 단백질 상용 이미지 분석 소프트웨어에서 제공하는 그래픽을 이용한 방법들도 있으나, 이 방법들은 많은 조직 내에 존재하는 수많은 단백질을 수동으로 비교해야 하는 어려움이 있다. 본 논문에서는 데이터베이스와 데이터마이닝 기법을 이용하여 OLAP 데이터 큐브와 Discovery-driven 탐색의 응용 방법을 제안한다. 데이터 큐브의 특성을 이용함에 의해서, 질병에 의해 발현량이 변하는 단백질 뿐 아니라 임상적 특성과 단백질의 영향 관계를 분석하는 것이 가능하다. 데이터 큐브에서 단백질의 발현량 변화 분석에 적합한 데이터 큐브의 척도와Discovery-driven 탐색을 위한 예외 지표를 제안하고, 특히 In-exception을 계산하는데 있어서의 계산량 감소 방안을 제시한다. 실험을 통해 폐암 2-DE 데이터에서 데이터 큐브와 Discovery-driven 방법이 유용함을 보인다.

Uncertainty in Operational Modal Analysis of Hydraulic Turbine Components

  • Gagnon, Martin;Tahan, S.-Antoine;Coutu, Andre
    • International Journal of Fluid Machinery and Systems
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    • 제2권4호
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    • pp.278-285
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    • 2009
  • Operational modal analysis (OMA) allows modal parameters, such as natural frequencies and damping, to be estimated solely from data collected during operation. However, a main shortcoming of these methods resides in the evaluation of the accuracy of the results. This paper will explore the uncertainty and possible variations in the estimates of modal parameters for different operating conditions. Two algorithms based on the Least Square Complex Exponential (LSCE) method will be used to estimate the modal parameters. The uncertainties will be calculated using a Monte-Carlo approach with the hypothesis of constant modal parameters at a given operating condition. In collaboration with Andritz-Hydro Ltd, data collected on two different stay vanes from an Andritz-Hydro Ltd Francis turbine will be used. This paper will present an overview of the procedure and the results obtained.

OHDSI OMOP-CDM 데이터베이스 보안 취약점 및 대응방안 (OHDSI OMOP-CDM Database Security Weakness and Countermeasures)

  • 이경환;장성용
    • 한국IT서비스학회지
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    • 제21권4호
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    • pp.63-74
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    • 2022
  • Globally researchers at medical institutions are actively sharing COHORT data of patients to develop vaccines and treatments to overcome the COVID-19 crisis. OMOP-CDM, a common data model that efficiently shares medical data research independently operated by individual medical institutions has patient personal information (e.g. PII, PHI). Although PII and PHI are managed and shared indistinguishably through de-identification or anonymization in medical institutions they could not be guaranteed at 100% by complete de-identification and anonymization. For this reason the security of the OMOP-CDM database is important but there is no detailed and specific OMOP-CDM security inspection tool so risk mitigation measures are being taken with a general security inspection tool. This study intends to study and present a model for implementing a tool to check the security vulnerability of OMOP-CDM by analyzing the security guidelines for the US database and security controls of the personal information protection of the NIST. Additionally it intends to verify the implementation feasibility by real field demonstration in an actual 3 hospitals environment. As a result of checking the security status of the test server and the CDM database of the three hospitals in operation, most of the database audit and encryption functions were found to be insufficient. Based on these inspection results it was applied to the optimization study of the complex and time-consuming CDM CSF developed in the "Development of Security Framework Required for CDM-based Distributed Research" task of the Korea Health Industry Promotion Agency. According to several recent newspaper articles, Ramsomware attacks on financially large hospitals are intensifying. Organizations that are currently operating or will operate CDM databases need to install database audits(proofing) and encryption (data protection) that are not provided by the OMOP-CDM database template to prevent attackers from compromising.

클라우드 환경에서 안전한 PACS 데이터 전송을 위한 AES 암호화 알고리즘 (AES Encryption Algorithm for safe PACS data Transmission in the Cloud Environment)

  • 조영복;우성희;이상호
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2017년도 춘계학술대회
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    • pp.759-762
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    • 2017
  • 제안기법은 도래하는 클라우드 환경에서 원격의료 시스템을 위한 PACS에서 전송되는 의료정보의 정형데이터와 비정형 데이터의 안전한 전달을 위해 제안한다. 정형데이터는 의료영상과 같은 민감한 데이터로 AES암호화해 전달하고 비정형데이터는 의료이미지의 일부에서 비식별화를위해 암호화된 모자이크 비식별화기법을 이용해 전달한다. 암호화키의 안전성 평가를 위해 사이즈를 증가해가며 실험한 결과 128비트의 크기가 196, 256의크기로 암호화해도 128키와 큰 차이를 보이지 않음을 증명하였다.

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