국내 헬스케어 빅데이터 현황과 신규 연구 방향

  • Published : 2017.05.20

Abstract

Keywords

References

  1. 국가기술표준원, 2016 표준기반 R&D로드맵: 스마트헬스, 2016 http://www.kscodi.or.kr/?module=file&act=procFileDownload&file_srl=34507&sid=712623a2961c10092c85499372555dld
  2. Shah, NH. Tenenbaum, JD. "The coming age of data-driven medicine: translational bioinformatics' next frontier," JAMIA, Vol. 19, no. 31, pp. e2-e4, 2012.
  3. NIH, What is Big Data? https://datascience.nih.gov/bd2k/about/what2015.4
  4. Weber, GM. Mandl, KD. Kohane IS. "Finding the missing link for big biomedical data," JAMA Vol. 311, no. 24, pp. 2470-2480, 2014.
  5. McGovern, L. Miller, G. Hughes-Cromwick, P. "The relative contribution of multiple determinants to health outcomes," Health Aff. Vol. 33, no. 2, pp. 1-9, 2014.
  6. Esteva, A. Kuprel, B. Novoa, RA. Ko, J. Swetter, SM. Bl, HM. Thrun, S. "Dermatologist-level classification of skin cancer with deep neural networks," Nature. Vol. 542, pp. 115-118, 2017. https://doi.org/10.1038/nature21056
  7. Gulshan, V. Peng, L. Coram, M. Stumpe, MC. Wu, D. Narayanaswamy, A. Venugopalan, S. Widner, K. Madams, T. Cuadros, J. Kim, R. Raman, R. Nelson, PC. Mega, JL. Webster, DR. "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs, JAMA. Vol. 316, no. 22, pp. 2402-2410, 2016. https://doi.org/10.1001/jama.2016.17216
  8. PR Newswire, Arterys Receives FDA Clearance For The First Zero-Footprint Medical Imaging Analytics Cloud Software With Deep Learning For Cardiac MRI, 2017. http://www.prnewswire.com/news-releases/arterys-receives-fda-clearance-for-the-first-zero-footprint-medica1-imaging-analytics-cloud-software-with-deep-leaming-for-cardiac-mri-300387880.html
  9. 국가기술표준원, 2017 표준기반 R&D로드맵: 스마트헬스, 2017. (inpress)
  10. Velupillai, S. Mowery, D. South, BR. Kvist, M. Dalianis, H. "Recent Advances in Clinical Natural Language Processing in Support of Semantic Analysis," Yearb Med Inform. Vol. 10, no. 1, pp. 183-193. 2015.
  11. 신수용, "개인정보보호를 위한 헬스케어 데이터 익명화," 정보과학회지 제35권 제2호, pp. 17-21, 2017.