Machine learning enables algorithms to learn from data.
Machine learning is a branch of artificial intelligence that enables computer systems to learn from data without being explicitly programmed for that task.
These algorithms identify statistical relationships in datasets to produce predictions or categorize information. There are several approaches, including supervised learning, based on annotated data, and unsupervised learning, which explores hidden structures 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 process clinical, genetic, or medical imaging databases. For example, these models make it possible to predict the progression patterns of certain neurodegenerative diseases or identify risk factors from large cohorts of patients. By enabling large-scale data analysis, machine learning contributes to a better understanding of conditions and the emergence of more personalized medicine.
Other Words That May Be of Interest to You
- Artificial Intelligence (AI) :
- Computer systems and methods capable of performing tasks that usually require human intelligence.