The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) is a monthly journal published by the IEEE Computer Society. It presents the most important research results in areas ...

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive ...

Artificial Intelligence Machine Learning vs. Deep Learning: What’s the Difference? Artificial intelligence technology is undergirded by two intertwined forms of automation.

Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

What is deep learning? Deep learning is machine learning on steroids: it uses a technique that gives machines an enhanced ability to find—and amplify—even the smallest patterns.

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 ...

Machine learning enables pattern recognition, which can assist public safety officials in easily identifying crime patterns. The NYPD uses a machine learning-based application called Patternizer. Read ...

In the months to come, the Journal will publish other review articles that take a selective look at AI and machine learning in medicine in 2023.