Automatic learning that allows an algorithm to learn from data.
Machine learning, or machine learning, is a branch of artificial intelligence that allows computer systems to learn from data, without being explicitly programmed for each task.
These algorithms identify statistical relationships in data sets to produce predictions or to classify information. There are several approaches, including supervised learning, based on annotated data, and unsupervised learning, which explores structures hidden in data.
Machine Learning in Health Research
In health, machine learning has become a central tool for analyzing complex and heterogeneous data. It is used to exploit clinical, genetic or medical imaging databases. For example, these models can predict the course of certain neurodegenerative diseases or identify risk factors from large cohorts of patients. By facilitating the analysis of large-scale data, machine learning contributes to a better understanding of pathologies and the emergence of a more personalized medicine.
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- Artificial Intelligence (AI) :
- A set of computer systems and methods capable of performing tasks that normally require human intelligence.