The three ghosts of medical AI: Can the black-box present deliver?

TP Quinn, S Jacobs, M Senadeera, V Le… - Artificial intelligence in …, 2022 - Elsevier
Our title alludes to the three Christmas ghosts encountered by Ebenezer Scrooge in A
Christmas Carol, who guide Ebenezer through the past, present, and future of Christmas …

Harnessing the promise of artificial intelligence responsibly

DA Dorr, L Adams, P Embí - JAMA, 2023 - jamanetwork.com
We are now in an exceptional time: algorithms driven by artificial intelligence (AI) and
related approaches are seemingly ubiquitous, are heavily promoted, and hold great …

Three epochs of artificial intelligence in health care

MD Howell, GS Corrado, KB DeSalvo - Jama, 2024 - jamanetwork.com
Importance Interest in artificial intelligence (AI) has reached an all-time high, and health care
leaders across the ecosystem are faced with questions about where, when, and how to …

Should health care demand interpretable artificial intelligence or accept “black box” medicine?

F Wang, R Kaushal, D Khullar - Annals of internal medicine, 2020 - acpjournals.org
Health care applications of artificial intelligence (AI) have recently emerged. Artificial
intelligence approaches, such as deep learning, rely on vast amounts of data and complex …

Beginnings of artificial intelligence in medicine (AIM): computational artifice assisting scientific inquiry and clinical art–with reflections on present aim challenges

CA Kulikowski - Yearbook of medical informatics, 2019 - thieme-connect.com
Background: The rise of biomedical expert heuristic knowledge-based approaches for
computational modeling and problem solving, for scientific inquiry and medical decision …

Artificial intelligence powers digital medicine

AL Fogel, JC Kvedar - NPJ digital medicine, 2018 - nature.com
Artificial intelligence (AI) has recently surpassed human performance in several domains,
and there is great hope that in healthcare, AI may allow for better prevention, detection …

AI in health and medicine

P Rajpurkar, E Chen, O Banerjee, EJ Topol - Nature medicine, 2022 - nature.com
Artificial intelligence (AI) is poised to broadly reshape medicine, potentially improving the
experiences of both clinicians and patients. We discuss key findings from a 2-year weekly …

Developing a delivery science for artificial intelligence in healthcare

RC Li, SM Asch, NH Shah - NPJ digital medicine, 2020 - nature.com
Artificial Intelligence (AI) has generated a large amount of excitement in healthcare, mostly
driven by the emergence of increasingly accurate machine learning models. However, the …

Foundation models for generalist medical artificial intelligence

M Moor, O Banerjee, ZSH Abad, HM Krumholz… - Nature, 2023 - nature.com
The exceptionally rapid development of highly flexible, reusable artificial intelligence (AI)
models is likely to usher in newfound capabilities in medicine. We propose a new paradigm …

Explainable artificial intelligence (XAI): concepts and challenges in healthcare

T Hulsen - AI, 2023 - mdpi.com
Artificial Intelligence (AI) describes computer systems able to perform tasks that normally
require human intelligence, such as visual perception, speech recognition, decision-making …