본문 바로가기
KERD
논문KCI 등재후보

LICA를 적용한 치매 진단 검사 앱 개발

Development of Dementia Diagnostic Test App

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

초록

본 연구는 고령 인구 증가에 따른 치매 환자의 조기 진단률을 향상시키기 위해 안드로이드 기반 치매 진단 검사 앱을 개발하는 것을 목적으로 한다. 연구 방법으로는 LICA 노인 인지 기능 검사를 기반으로 한 앱을 설계하고, 사용자에게 직관적인 인터페이스를 제공하여 음성 인식 기능을 통해 비문해자도 쉽게 이용할 수 있도록 하였다. 앱은 사용자의 답안을 Flask 서버로 전송하여 즉시 채점 후 결과를 제공하는 시스템을 구축하였다. 분석 결과, 개발된 앱은 사용자에게 간편한 LICA 검사 환경을 제공하며, 고령층의 치매 위험도를 쉽게 확인할 수 있게 하였다. 이 연구는 치매 조기 진단의 접근성을 높이고, 향후 추가 연구로 다양한 인지 검사 방법의 통합과 앱 기능 개선을 모색할 예정이다. 이러한 기여는 치매 예방 및 관리 시스템의 발전에 중요한 역할을 할 것으로 기대된다.

Abstract

The study aims to enhance the early diagnosis rate of dementia patients due to the increasing elderly population by developing an Android-based dementia diagnostic testing app. The research methodology involved designing the app based on the LICA (Lee’s Instrument for Cognitive Assessment) for the elderly, providing users with an intuitive interface and incorporating voice recognition features to ensure usability for illiterate individuals. The app transmits user responses to a Flask server for immediate grading and feedback. The analysis results indicate that the developed app offers a convenient LICA testing environment, allowing the elderly to easily assess their risk of dementia. This research enhances the accessibility of early dementia diagnosis and suggests future studies to integrate various cognitive testing methods and improve app functionalities. Such contributions are expected to play a significant role in the advancement of dementia prevention and management systems.

참고문헌 (15)

  1. H. Lee, "Constructing a Conceptual Framework of Smart Ageing Bridging Sustainability and Demographic Transformation", LHI Journal of Land, Housing, and Urban Affairs, 14(4), pp.1~16 (2023)[DOI]
  2. U. J. Park., "Trends analysis of characteristics in patients with dementia", Journal of the Korea Academia-Industrial Cooperation Society, 18(1), pp.202~210 (2017)[DOI]
  3. C. Jang, "A Study on the Dementia Policy Awareness and Dementia Knowledge and Attitudes of Health College Students", Journal of The Korean Society of Integrative Medicine, 12(1), pp.171~182 (2024)[DOI]
  4. H. Y. Kim, "Detecting Significant Cognitive Changes in Adults Aged Fifty Years and Older Using The Korean-Dementia Rating Scale", Korean Journal of Clinical Psychology, 29(2), pp.505~523 (2010)[DOI]
  5. H. J. Hong., "Analysis of Cognitive and Physical Activity Programs for Dementia Prevention in Dementia Elderly", Korean Journal of Dance, 20(3), pp.119~134 (2020)[DOI]
  6. Results of Cognitive Functional Test of Recruitment Subjects, "J. H. Song.", Korea Centers for Disease Control and Prevention (KCDC) National Institute of Health, ~ (2016)
  7. H. Yoo, "Correlations and Classification Agreements among K-MMSE Test Scores based on Different Scoring Methods", Korean Journal of Developmental Psychology, 36(3), pp.113~136 (2023)[DOI]
  8. T. Y. Jang, "Validity of The Literacy Independent Cognitive Assessment(LICA)and Korean version of Montreal Cognitive Assessment(MoCA-K)in stroke patients", The Journal of Occupational Therapy for the Aged and Dementia, 13(1), pp.91~100 (2019)[DOI]
  9. J. W. Kim, "A Lecture Summarization Application Using STT (Speech-To-Text) and ChatGPT", Proceedings of the Korea Information Processing Society Conference, pp.297~298 (2023)
  10. T. G. Kim, "Implementation of Korean TTS Service on Android OS", The Journal of the Korea Contents Association, 12(1), pp.9~18 (2012)[DOI]
  11. T. H. Kim, "k-means clustering analysis of a movie poster colors using OpenCV, and recommendation system", Proceedings of the Korea Information Processing Society Conference, 6(4), pp.27~32 (2018)
  12. S. B. Jeong, "An Efficient Disease Inspection Model for Untrained Crops Using VGG16", Journal of the Korea Society for Simulation, 29(4), pp.1~7 (2020)[DOI]
  13. J. S. Han, "A Study on Leukocyte Image Analysis Using the ResNet50Algorithm", Journal of The Korea Society of Information Technology Policy & Management, 16(2), pp.3497~3503 (2024)[DOI]
  14. J. S. Yun, "An Improvement of Histogram Equalization Using Edge Information of an Image", Journal of Korea Multimedia Society (2017)[DOI]
  15. G. N. Kim, "Analysis of Adversarial Examples for NMS Algorithms Using PSNR and SSIM", Proceedings of the Korea Information Processing Society Conference, pp.885~887 (2024)

관련 논문AI추천

이 간행물의 다른 논문 (6건)