[HTML][HTML] A clinician's guide to artificial intelligence: how to critically appraise machine learning studies

L Faes, X Liu, SK Wagner, DJ Fu… - … vision science & …, 2020 - tvst.arvojournals.org
In recent years, there has been considerable interest in the prospect of machine learning
models demonstrating expert-level diagnosis in multiple disease contexts. However, there is …

Artificial intelligence in medicine: where are we now?

S Kulkarni, N Seneviratne, MS Baig, AHA Khan - Academic radiology, 2020 - Elsevier
Artificial intelligence in medicine has made dramatic progress in recent years. However,
much of this progress is seemingly scattered, lacking a cohesive structure for the discerning …

[HTML][HTML] Twelve key challenges in medical machine learning and solutions

RJ Ellis, RM Sander, A Limon - Intelligence-Based Medicine, 2022 - Elsevier
The utility of machine learning in biomedicine is being investigated in various contexts,
including for diagnostic and interpretive purposes for imaging modalities, quantifying …

Artificial intelligence in medicine

J Holmes, L Sacchi, R Bellazzi - Ann R Coll Surg Engl, 2004 - Springer
The European Society for Artificial Intelligence in Medicine (AIME) was established in 1986
following a very successful workshop held in Pavia, Italy, the year before. The principal aims …

[HTML][HTML] Meeting the moment: addressing barriers and facilitating clinical adoption of artificial intelligence in medical diagnosis

J Adler-Milstein, N Aggarwal, M Ahmed… - NAM …, 2022 - ncbi.nlm.nih.gov
Clinical diagnosis is essentially a data curation and analysis activity through which clinicians
seek to gather and synthesize enough pieces of information about a patient to determine …

The current state of artificial intelligence in ophthalmology

R Kapoor, SP Walters, LA Al-Aswad - Survey of ophthalmology, 2019 - Elsevier
Artificial intelligence (AI) is a branch of computer science that deals with the development of
algorithms that seek to simulate human intelligence. We provide an overview of the basic …

Artificial intelligence in medicine

AL Beam, JM Drazen, IS Kohane… - … England Journal of …, 2023 - Mass Medical Soc
Artificial Intelligence in Medicine The editors announce both a series of articles focusing on
AI and machine learning in health care and the 2024 launch of a new journal, NEJM AI, a …

[HTML][HTML] The proof of the pudding: in praise of a culture of real-world validation for medical artificial intelligence

F Cabitza, JD Zeitoun - Annals of translational medicine, 2019 - ncbi.nlm.nih.gov
Artificial Intelligence (AI) in healthcare has become a quasi-normal subject (1). In the last few
years, there has been an impressive increase in the number of publications concerning the …

Utilization of artificial intelligence in disease prevention: Diagnosis, treatment, and implications for the healthcare workforce

SUD Wani, NA Khan, G Thakur, SP Gautam, M Ali… - Healthcare, 2022 - mdpi.com
Artificial intelligence (AI) has been described as one of the extremely effective and promising
scientific tools available to mankind. AI and its associated innovations are becoming more …

Overview of machine learning part 1: fundamentals and classic approaches

F Maleki, K Ovens, K Najafian… - Neuroimaging …, 2020 - neuroimaging.theclinics.com
As health data and computer power become increasingly available, the main challenge is to
gain actionable insight from these data. Machine learning (ML) methods have proved to be a …