Securing Healthcare AI with Confidential Computing |Fortanix Blog

Contextual Focus on Healthcare

Demonstrated Benefits of AI in Healthcare and the Life Sciences

Balancing Innovation with Data Privacy

Pervasive Data Security with Confidential Computing

Protecting Healthcare AI Workloads with Confidential Computing

Conclusions

List of References

  1. DeepMind, 2020. AlphaFold: a solution to a 50-year-old grand challenge in biology. Available at: https://deepmind.com/blog/article/alphaFold-a-solution-to-a-50-year-old-grand-challenge-in-biology [Accessed: 6 December 2020].
  2. Wrapp, D., Wang, N., Corbett, K. S., Goldsmith, J. A., Hsieh, C.-L., Abiona, O., Graham, B. S., McLellan, J. S., 2020. Cryo-EM of the 2019-nCov spike in the prefusion conformation. Science, 365(6483), pp. 1260–1263.
  3. DeepMind, 2020. Computational predictions of protein structures associated with COVID-19. Available at: https://deepmind.com/research/open-source/computational-predictions-of-protein-structures-associated-with-COVID-19 [Accessed: 6 December 2020].
  4. Topol, E., 2019. Deep medicine: How artificial intelligence can make healthcare human again. New York: Basic Books.
  5. Lawry, T., 2020. Artificial intelligence in healthcare: a leader’s guide to winning in the new age of intelligent health systems. Boca Raton: CRC Press.
  6. Topol, E., 2019. High-performance medicine: the convergence of human and artificial intelligence. Nature Medicine, 25, pp. 44–56.
  7. Healthcare Information and Management Systems Society (HIMSS), 2020. 2020 HIMSS Cybersecurity Survey. Available at: https://www.himss.org/sites/hde/files/media/file/2020/11/16/2020_himss_cybersecurity_survey_final.pdf [Accessed: 6 December 2020].
  8. https://www.himss.org/resources/himss-healthcare-cybersecurity-survey [Accessed: 6 December 2020].
  9. https://www.cdc.gov/phlp/publications/topic/hipaa.html [Accessed: 6 December 2020].
  10. Confidential Computing Consortium, 2020. Confidential Computing Deep Dive v1.0. The Linux Foundation. Available at: https://confidentialcomputing.io/wp-content/uploads/sites/85/2020/10/Confidential-Computing-Deep-Dive-white-paper.pdf [Accessed: 6 December 2020].
  11. Johnson, S., Scarlata, V., Rozas, C., Brickell, E., McKeen, F., 2016. Intel Software Guard Extensions: EPID provisioning and attestation services. Available at: https://software.intel.com/sites/default/files/managed/57/0e/ww10-2016-sgx-provisioning-and-attestation-final.pdf [Accessed: 6 December 2020].
  12. Ozturk, T., Talo, M., Yildirim, E. A., Baloglu, U. B., Yildirim, O., Acharya, U. R., 2020. Automated detection of COVID-19 cases using deep neural networks with X-ray images. Computers in Biology and Medicine, 121, 103792.
  13. https://github.com/ieee8023/COVID-chestxray-dataset [Accessed: 6 December 2020].
  14. https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia [Accessed: 6 December 2020].
  15. https://github.com/muhammedtalo/COVID-19/blob/master/DarkCovidNet%20%20for%20binary%20classes.ipynb [Accessed: 6 December 2020].
  16. Accenture, 2020. Artificial intelligence: healthcare’s new nervous system. Available at: https://www.accenture.com/_acnmedia/PDF-49/Accenture-Health-Artificial-Intelligence.pdf#zoom=50 [Accessed: 6 December 2020].

See also

--

--

--

Fortanix™ has created the world’s first runtime encryption solution. Enterprises get provable, portable, and preventive security for their applications!

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

The Cutting Edge of AI — Part 2

Khipu 2019 — Latin American Meeting In Artificial Intelligence

In-between algorithms and all forms of artificial intelligence, we find humanity.

Super AI theory developed by Hydrostandart

The NLP Cypher | 10.31.21

AI — “threat” or “royal road” to social inclusion?

Artificial Intelligence — An Overview

AI Models

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Fortanix

Fortanix

Fortanix™ has created the world’s first runtime encryption solution. Enterprises get provable, portable, and preventive security for their applications!

More from Medium

The Decade of AI Development: The Most Noteworthy Moments of the 2010s

Enhance medicine using AI

GPT-3: The biggest breakthrough in AI in recent history

Building a Search Engine with AI