AIMC Topic: Medicine

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Artificial Intelligence in Intensive Care Medicine: Bibliometric Analysis.

Journal of medical Internet research
BACKGROUND: Interest in critical care-related artificial intelligence (AI) research is growing rapidly. However, the literature is still lacking in comprehensive bibliometric studies that measure and analyze scientific publications globally.

A manifesto on explainability for artificial intelligence in medicine.

Artificial intelligence in medicine
The rapid increase of interest in, and use of, artificial intelligence (AI) in computer applications has raised a parallel concern about its ability (or lack thereof) to provide understandable, or explainable, output to users. This concern is especia...

Smart systems and data-driven services in healthcare.

Computers in biology and medicine
The modern development of Medicine and Healthcare is primarily based on the automation of various processes to support the correct and timely medical decisions. A doctor or other medical staff's fast, accurate, reliable diagnosis, prevention, and tre...

Guidelines for Artificial Intelligence in Medicine: Literature Review and Content Analysis of Frameworks.

Journal of medical Internet research
BACKGROUND: Artificial intelligence (AI) is rapidly expanding in medicine despite a lack of consensus on its application and evaluation.

Self-supervised learning in medicine and healthcare.

Nature biomedical engineering
The development of medical applications of machine learning has required manual annotation of data, often by medical experts. Yet, the availability of large-scale unannotated data provides opportunities for the development of better machine-learning ...

Using machine learning to impact on long-term clinical care: principles, challenges, and practicalities.

Pediatric research
The rise of machine learning in healthcare has significant implications for paediatrics. Long-term conditions with significant disease heterogeneity comprise large portions of the routine work performed by paediatricians. Improving outcomes through d...

Exponential growth of systematic reviews assessing artificial intelligence studies in medicine: challenges and opportunities.

Systematic reviews
The evidence-based medicine (EBM) movementĀ is stepping up its efforts to assess medical artificial intelligence (AI) and data science studies. Since 2017, there has been a marked increase in the number of published systematic reviews that assess medi...