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Continual learning in medical devices: FDA's action plan and beyond

  • Published:2021-06 Issue:6 Volume:3 Page:e337-e338
  • ISSN:2589-7500
  • Container-title:The Lancet Digital Health
  • language:en
  • Short-container-title:The Lancet Digital Health

Author:

Vokinger Kerstin N,Feuerriegel Stefan,Kesselheim Aaron S

Funder

Swiss National Science Foundation

Publisher

Elsevier BV

Subject

Health Information Management,Decision Sciences (miscellaneous),Health Informatics,Medicine (miscellaneous)

Reference7 articles.

1. Continual lifelong learning with neural networks: a review;Parisi;Neural Netw,2019

2. Clinical applications of continual learning machine learning;Lee;Lancet Digit Health,2020

3. Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension;Rivera;BMJ,2020

4. Artificial intelligence in medical imaging: switching from radiographic pathological data to clinically meaningful endpoints;Oren;Lancet Digit Health,2020

5. Geographic distribution of US cohorts used to train deep learning algorithms;Kaushal;JAMA,2020

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