Literature DB >> 33933404

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

Kerstin N Vokinger1, Stefan Feuerriegel2, Aaron S Kesselheim3.   

Abstract

Year:  2021        PMID： 33933404     DOI： 10.1016/S2589-7500(21)00076-5

Source DB:  PubMed          Journal:  Lancet Digit Health        ISSN： 2589-7500


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  10 in total

Review 1.  Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.

Authors:  Jean Feng; Rachael V Phillips; Ivana Malenica; Andrew Bishara; Alan E Hubbard; Leo A Celi; Romain Pirracchio
Journal:  NPJ Digit Med       Date:  2022-05-31

2.  Leveraging clinical data across healthcare institutions for continual learning of predictive risk models.

Authors:  Fatemeh Amrollahi; Supreeth P Shashikumar; Andre L Holder; Shamim Nemati
Journal:  Sci Rep       Date:  2022-05-19       Impact factor: 4.996

3.  Mitigating bias in machine learning for medicine.

Authors:  Kerstin N Vokinger; Stefan Feuerriegel; Aaron S Kesselheim
Journal:  Commun Med (Lond)       Date:  2021-08-23

Review 4.  Management of Medico-Legal Risks in Digital Health Era: A Scoping Review.

Authors:  Antonio Oliva; Simone Grassi; Giuseppe Vetrugno; Riccardo Rossi; Gabriele Della Morte; Vilma Pinchi; Matteo Caputo
Journal:  Front Med (Lausanne)       Date:  2022-01-11

5.  Normative Approaches for Oral Health: Standards, Specifications, and Guidelines.

Authors:  G Schmalz; N Jakubovics; F Schwendicke
Journal:  J Dent Res       Date:  2021-10-25       Impact factor: 8.924

6.  Study on transfer learning capabilities for pneumonia classification in chest-x-rays images.

Authors:  Danilo Avola; Andrea Bacciu; Luigi Cinque; Alessio Fagioli; Marco Raoul Marini; Riccardo Taiello
Journal:  Comput Methods Programs Biomed       Date:  2022-04-22       Impact factor: 7.027

7.  Temporal quality degradation in AI models.

Authors:  Daniel Vela; Andrew Sharp; Richard Zhang; Trang Nguyen; An Hoang; Oleg S Pianykh
Journal:  Sci Rep       Date:  2022-07-08       Impact factor: 4.996

8.  Intelligent wearable allows out-of-the-lab tracking of developing motor abilities in infants.

Authors:  Manu Airaksinen; Anastasia Gallen; Anna Kivi; Pavithra Vijayakrishnan; Taru Häyrinen; Elina Ilén; Okko Räsänen; Leena M Haataja; Sampsa Vanhatalo
Journal:  Commun Med (Lond)       Date:  2022-06-15

Review 9.  Expectations for Artificial Intelligence (AI) in Psychiatry.

Authors:  Scott Monteith; Tasha Glenn; John Geddes; Peter C Whybrow; Eric Achtyes; Michael Bauer
Journal:  Curr Psychiatry Rep       Date:  2022-10-10       Impact factor: 8.081

10.  Algorithm Change Protocols in the Regulation of Adaptive Machine Learning-Based Medical Devices.

Authors:  Stephen Gilbert; Matthew Fenech; Martin Hirsch; Shubhanan Upadhyay; Andrea Biasiucci; Johannes Starlinger
Journal:  J Med Internet Res       Date:  2021-10-26       Impact factor: 5.428
  10 in total

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