Artificial intelligence has the potential to improve the analysis of medical image data. For example, algorithms based on deep learning can determine the location and size of tumors. This is the ...

A machine-learning algorithm can register brain scans and other 3D images more than 1000 times faster than traditional systems. (Courtesy: the researchers) Medical image registration involves ...

Artificial intelligence has the potential to improve the analysis of medical image data. For example, algorithms based on deep learning can determine the location and size of tumors. This is the ...

Researchers from Karlsruher Institut für Technologie have found that the automated analysis of medical image data could transform cancer care. The authors said: “An ensemble of the top-rated ...

Two algorithms work together in these networks: the first algorithm creates random images based on certain input data. The second algorithm needs to decide whether the image is a fake or not.

For instance, “principal component analysis” (PCA), a popular dimensionality reduction algorithm, has found many useful applications to simplify machine learning problems.

Overview of the analyzed sequencing data of six metastatic bladder cancer datasets. Credit: Nature Communications (2025). DOI: 10.1038/s41467-025-56462-0 ...