A Review of Transformers in Medical Research and Health Care.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 41206189.
- Also identified by DOI 10.1016/j.hcl.2025.08.007.
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Abstract
Artificial intelligence is transforming medical research and health care, with transformers playing a crucial role in advancing medical data analysis. Originally developed for natural language processing, transformers have successfully applied their self-attention mechanism to image and biological sequence analysis. However, their use in the medical field faces challenges such as data quality, interpretability, ethical issues, and resource demands.
Medical subject headings
- Artificial Intelligence
- Biomedical Research
- Delivery of Health Care