Review of Machine Learning and Artificial Intelligence (ML/AI) for the Pediatric Neurologist.
Artificial intelligence (AI) and a popular branch of AI known as machine learning (ML) are increasingly being utilized in medicine and to inform medical research. This review provides an overview of AI and ML (AI/ML), including definitions of common terms. We discuss the history of AI and provide instances of how AI/ML can be applied to pediatric neurology. Examples include imaging in neuro-oncology, autism diagnosis, diagnosis from charts, epilepsy, cerebral palsy, and neonatal neurology. Topics such as supervised learning, unsupervised learning, and reinforcement learning are discussed.
Copyright © 2023 Elsevier Inc. All rights reserved.
Overview publication
| Title | Review of Machine Learning and Artificial Intelligence (ML/AI) for the Pediatric Neurologist. |
| Date | 2023-04-01 |
| Issue name | Pediatric neurology |
| Issue number | v141:42-51 |
| DOI | 10.1016/j.pediatrneurol.2023.01.004 |
| PubMed | 36773406 |
| Authors | |
| Keywords | Artificial intelligence, Machine learning, Natural language processing, Pediatric neurology, Supervised learning, Unsupervised learning |
| Read | Read publication |