Machine learning is a branch of artificial intelligence that includes methods, or algorithms, for automatically creating models from data. Unlike a system that performs a task by following ...

The study found that deep learning models, especially CNNs, were the most frequently implemented technique (61.2%), followed ...

The task of magnetic classification suddenly looks easier, thanks to machine learning. by Steve Nadis , Massachusetts Institute of Technology. Credit: iScience (2022). DOI: 10.1016/j.isci ...

For specific machine learning tasks (such as classification, regression, or clustering), the team preprocesses classical data into quantum state inputs, mapping feature vectors into a quantum ...

Because transfer learning models work by transferring knowledge from one task to another, they are very helpful in improving generalization in the new task, even if only limited data were available.

In this view of the future of medicine, patient–provider interactions are informed and supported by massive amounts of data from interactions with similar patients. These data are collected and ...