[HTML][HTML] Approval of artificial intelligence and machine learning-based medical devices in the USA and Europe (2015–20): a comparative analysis

UJ Muehlematter, P Daniore… - The Lancet Digital Health, 2021 - thelancet.com
There has been a surge of interest in artificial intelligence and machine learning (AI/ML)-
based medical devices. However, it is poorly understood how and which AI/ML-based …

FDA-cleared artificial intelligence and machine learning-based medical devices and their 510 (k) predicate networks

UJ Muehlematter, C Bluethgen… - The Lancet Digital …, 2023 - thelancet.com
Summary The US Food and Drug Administration is clearing an increasing number of
artificial intelligence and machine learning (AI/ML)-based medical devices through the 510 …

The 2021 landscape of FDA-approved artificial intelligence/machine learning-enabled medical devices: An analysis of the characteristics and intended use

S Zhu, M Gilbert, I Chetty, F Siddiqui - International journal of medical …, 2022 - Elsevier
Background Machine learning (ML), a type of artificial intelligence (AI) technology that uses
a data-driven approach for pattern recognition, has been shown to be beneficial for many …

Will the EU Medical Device Regulation help to improve the safety and performance of medical AI devices?

E Niemiec - Digital Health, 2022 - journals.sagepub.com
Concerns have been raised over the quality of evidence on the performance of medical
artificial intelligence devices, including devices that are already on the market in the USA …

[HTML][HTML] Are current clinical studies on artificial intelligence-based medical devices comprehensive enough to support a full health technology assessment? A …

L Farah, J Davaze-Schneider, T Martin… - Artificial intelligence in …, 2023 - Elsevier
Abstract Introduction Artificial Intelligence-based Medical Devices (AI-based MDs) are
experiencing exponential growth in healthcare. This study aimed to investigate whether …

FDA-approved artificial intelligence and machine learning (AI/ML)-enabled medical devices: an updated landscape

G Joshi, A Jain, SR Araveeti, S Adhikari, H Garg… - Electronics, 2024 - mdpi.com
As artificial intelligence (AI) has been highly advancing in the last decade, machine learning
(ML)-enabled medical devices are increasingly used in healthcare. In this study, we …

Marketing and US Food and Drug Administration clearance of artificial intelligence and machine learning enabled software in and as medical devices: a systematic …

P Clark, J Kim, Y Aphinyanaphongs - JAMA Network Open, 2023 - jamanetwork.com
Importance The marketing of health care devices enabled for use with artificial intelligence
(AI) or machine learning (ML) is regulated in the US by the US Food and Drug …

Artificial intelligence in medical device software and high-risk medical devices–a review of definitions, expert recommendations and regulatory initiatives

AG Fraser, E Biasin, B Bijnens, N Bruining… - Expert Review of …, 2023 - Taylor & Francis
Introduction Artificial intelligence (AI) encompasses a wide range of algorithms with risks
when used to support decisions about diagnosis or treatment, so professional and …

The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database

S Benjamens, P Dhunnoo, B Meskó - NPJ digital medicine, 2020 - nature.com
At the beginning of the artificial intelligence (AI)/machine learning (ML) era, the expectations
are high, and experts foresee that AI/ML shows potential for diagnosing, managing and …

WHO SMART guidelines: optimising country-level use of guideline recommendations in the digital age

G Mehl, Ö Tunçalp, N Ratanaprayul, T Tamrat… - The Lancet Digital …, 2021 - thelancet.com
WHO publishes clinical, public health policy, and data recommendations to advise countries
on health interventions and evidence-based practices for improving the health of individuals …