• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권8호
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• pp.4174-4190
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• 2019

IEC 62304 is a standard for the medical device software lifecycle. Developers must develop software that complies with all specifications in the standard for licensing. However, because the standard contains not only a large number of specifications, but also domain-specific information and association relationships between specifications, it requires considerable effort and time for developers to understand and interpret the standard. To support developers, this paper presents a method for extracting the contents of the IEC 62304 standard as a goal model, which is the core methodologies of requirements engineering. The proposed method analyzes the grammar of the standard to robustly extract complex structures and various information from standard specifications and define rules that extract goals and links from syntactic element units. We validated the actual extraction process for the standard document experimentally. Based on the extracted goal model, developers can intuitively and efficiently comply with the standard and track specific information within the medical software and standard domains.

• 대한의용생체공학회:의공학회지
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• 제44권4호
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• pp.264-274
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• 2023

Purpose: The objective is to extract insights that can contribute to the formulation of harmonized international policies and support measures for innovative medical devices and management systems. This study aims to propose effective strategies for future medical device innovation and healthcare delivery. Results: It investigates technological advancements, regulatory approval systems, insurance policies, and successful commercialization cases in South Korea, the United States, and the European Union. In 2018, the FDA implemented insurance coverage for Software as a Medical Device (SaMD) and recognized insurance coverage for Digital Therapeutics (DTx). Germany is a country that ensures permanent reimbursement for healthcare applications since 2020, making it the first country to provide legal health insurance coverage for fostering a digital ecosystem. Conclusion: The findings of this research highlight the importance of cultivating a supportive regulatory and environmental framework to facilitate the adoption of innovative medical devices. Continuous support for research and development (R&D) efforts by companies, along with the validation of clinical effectiveness, is crucial.

• Journal of Multimedia Information System
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• 제6권2호
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• pp.99-106
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• 2019

In traditional Chinese medical (TCM) science, tongue images can be observed for medical diagnosis; however, the tongue diagnosis of TCM is influenced by the subjective factors of doctors, and the diagnosis results vary from person to person. Quantitative TCM tongue diagnosis can improve the accuracy of diagnosis and increase the application value. In this paper, digital image processing and pattern recognition technologies are employed on mobile device to classify tongue images collected in different health states. First, through grayscale integral projection processing, the trough is found to localize the tongue body. Then the tongue body image is transferred from RGB color space to HSV color space, and the average H and S values are considered as the color features. Finally, the diagnosis results are obtained according to the relationship between the color characteristics and physical symptoms.

• 대한의용생체공학회:의공학회지
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• 제44권6호
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• pp.428-442
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• 2023

In this study, we have a goal to develop usability evaluation guidelines for heuristic-based artificial intelligence-based Software as a Medical Device (SaMD) in the medical field. We conducted a gap analysis between medical hardware (H/W) and non-medical software (S/W) based on ten heuristic principles. Through severity assessments, we identified 69 evaluation domains and 112 evaluation criteria aligned with the ten heuristic principles. Subsequently, we categorized each evaluation domain into five types, including user safety, data integrity, regulatory compliance, patient therapeutic effectiveness, and user convenience. We proposed usability evaluation guidelines that apply the newly derived heuristic-based Software as a Medical Device (SaMD) evaluation factors to the risk management process. In the discussion, we also have proposed the potential applications of the research findings and directions for future research. We have emphasized the importance of the judicious application of AI technology in the medical field and the evaluation of usability evaluation and offered valuable guidelines for various stakeholders, including medical device manufacturers, healthcare professionals, and regulatory authorities.

• 구강회복응용과학지
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• 제36권4호
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• pp.203-210
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• 2020

현대사회는 4차 산업혁명 시대를 맞아 정보통신기술의 발달로 환자 개인 맞춤 의료서비스가 확대되고있다. 이러한 변화에 따라 질병의 진단, 환자 감시, 의사결정 지원에 디지털 의료기기가 활용되기 시작했으며 최근엔 장애나 질병예방, 관리 또는 치료하기 위한 목적의 소프트웨어 의료기기가 각광받고 있다. 본 종설은 현재 미국을 중심으로 활발하게 이뤄지고 있는 치료 목적의 소프트웨어에 대한 개념과 현황을 파악하고 앞으로 어떤 분야에서 적용될 수 있는지 알아보고자 한다. 또, 스마트 헬스케어와 관련된 국내 정책 동향을 파악해 다가올 의료계의 변화에 발맞춰 치과 임상에서 가능한 디지털기반 소프트웨어 의료기기의 적용에 대해 알아보고자 한다.

• 한국산학기술학회논문지
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• 제8권4호
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• pp.758-767
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• 2007

오늘날 의료기기는 내장된 소프트웨어에 의해 제어되는 전자 의료기기의 형태로 급격하게 발전하고 있다. 따라서 전자 의료기기의 품질은 내장된 의료용 소프트웨어의 품질에 의해 크게 좌우될 수밖에 없다. 특히, 의료기기가 인간의 생명과 밀접하게 연관되어 있다는 점을 고려할 때, 프로그램 가능한 전자 의료기기의 품질 측면에서도 신뢰성 측면을 특히 고려한 평가 방법이 연구되어야 할 것으로 생각된다. 본 논문에서는 소프트웨어 제품평가에 관련된 국제표준인 ISO/IEC 9126과 ISO/IEC 12119를 기반으로 하여 국내의 프로그램 가능한 전자 의료기기의 특성을 고려하여 신뢰성에 대한 평가를 위한 방법을 구축하고 아울러 신뢰성 평가 방법인 FMEA 기법을 적용할 수 있는 체계를 구축하였다.

• 대한예방한의학회지
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• 제28권1호
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• pp.31-42
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• 2024

Objective : In order to understand the changes in domestic approval regulations applicable to traditional Korean medical device companies, this article will explain the major amendments 「Regulation on Medical Device Approval Report Review, etc.」 from 2005 to the present on a year-by-year basis, and provide a counter plan to the recent changes in approval regulations. Methods : We analysed the changes in approval regulatory amendments related to the traditional Korean medical devices from 2005 to the present. Results : The Ministry of Food and Drug Safety is continuously improving medical device approval regulations to ensure the global competitiveness of domestic medical devices and contribute to the improvement of public health. Recent major approval regulatory amendments include the establishment of a review system for software medical devices and digital therapeutics, the recognition of real world evidence materials, the introduction of a biological evaluation of medical devices within a risk management process and a medical device approval licence renewal system. Conclusions : It is expected that the range of medical devices available to Korean medicine doctors will continue to expand in the future through the provision of non-face-to-face medical services and the development of advanced and new medical devices, as well as wearable medical devices and digital therapeutics. In order to increase the market entry potential of traditional Korean medical devices that incorporate advanced technologies such as digital technology and AI-based diagnosis and prediction technology, it is urgent that the government provide significant support to traditional Korean medical device companies to improve approval regulatory compliance.

• 보건의료산업학회지
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• 제7권3호
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• pp.203-212
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• 2013

Medical devices separated by a committee of the International Electrotechnical Commission IEC TC (Technical Committee) 62 medical electrical equipment being promoted by the International standards. Actually, a lot of standards were existed, but many national and international standards for medical devices were lacking in practical standards that can be applied to their development. Most international standards were focused in electrical and mechanical safety of medical devices. Therefore, there were few practical standards which contain essential performance evaluation. Although medical device regulations do not enforce a fixed lifecycle model, activities are presented in a sequential manner, thus hinting at a waterfall process. Meanwhile, for a decade or more, software teams have benefitted from agile development methods. Several medical device manufacturers have adopted agile practices while keeping development in compliance with regulations, but conflicts arise and decisions have to be taken in favor of agility or formality. However, if there are new practical standards of medical devices, it must be possible to promote the medical devices industry in their nation. To do this, there is a need to develop a new standard could apply to the international market through the analysis of the medical device related technology. Consequently, new standards such as NP (New proposal) or NWIP (New Work Item Proposal) should be developed through international standardization of medical device technology.

• 전기학회논문지P
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• 제64권3호
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• pp.175-181
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• 2015

In this paper, the neuromuscular electrical stimulation medical devices for non-implantable incontinence treatment other than vaginal insertion type was developed and commercialized. The structure of medical devices for electrical stimulation based on the anatomy of the pelvic floor muscle designed. Then, the optimum parameters that may be effective in pelvic floor muscle electrical stimulation was set. The circuit system based on the optimum parameters were designed and manufactured. The frequency of the pulse voltage for electrical stimulation is 75[Hz], the pulse width is 300[${\mu}s$], the development of medical devices was to have seven program functions to the various treatments. The circuit system of medical devices was composed of microcontroller, comparator and converter. The performance of the developed circuit system in KTC(Korea Testing Certification) were carried out medical equipment inspection test. Test results, test specifications were satisfied with the medical device, the performance was verified to be commercialized as a medical device. The development of medical devices were validated risk assessment and product performance through a software validation. Commercialization of medical equipment was acquired to enable the certification standards of the international standard IEC 60601-1.

• 정보처리학회논문지D
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• 제10D권5호
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• pp.781-792
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• 2003

오늘날 소프트웨어가 중심이 죄는 의료기기의 폭발적 증가로 인해 의료용 소프트웨어는 의료 서비스의 경쟁력 확보를 위한 중요한 수단이 되고 있으며 의료 서비스의 품질이 의료기기뿐만 아니라 의료용 소프트웨어의 품질에 지대한 영향을 받게 되었다. 그러나 의료용 소프트웨어의 품질에 관한 국내의 관련 연구ㆍ개발이 아직 미흡한 실정이며 의료용 소프트웨어의 품질저하로 인한 의료 서비스의 질적 저하를 유발할 수 있는 문제점이 발생할 수 있다. 따라서, 의료기기의 발전과 아울러 의료용 소프트웨어의 품질 향상을 통해 의료 서비스의 질적 수준을 제고할 필요가 있다. 따라서, 본 논문에서는 ISO/IEC 12119를 기반으로 의료용 소프트웨어를 시험하여 결과론 산출할 수 있는 시험모듈과 품질검사표를 개발하여 의료용 소프트웨어 시험에 적용할 수 있도록 하였다.