Deep learning based on multilayered artificial neural networks.
Deep learning is a subdomain of machine learning based on artificial neural networks with multiple layers. Inspired by the workings of the human brain, these models are able to learn complex representations from raw data, without the need for manual extraction of features. This capability makes them particularly capable of processing unstructured data, such as images, sounds or biological signals.
Deep Learning for Health Research
Deep learning has profoundly transformed data analysis in biomedical research. In particular, it is used to interpret medical images with high precision, for example to detect brain abnormalities on MRIs or scanners. In neuroscience, these models can also identify subtle biomarkers and improve early diagnosis of diseases such as Alzheimer’s or Parkinson’s. By automating complex tasks and revealing patterns invisible to the human eye, deep learning accelerates research and opens up new therapeutic prospects.
Other Words That May Be of Interest to You
- Artificial Intelligence (AI) :
- A set of computer systems and methods capable of performing tasks that normally require human intelligence.
- Magnetic resonance imaging (MRI) :
- Imaging technique used to obtain 2 or 3-dimensional views of organs or limbs.