Machine learning & AI

A novel AI algorithm for digital pathology analysis

Digital pathology is an emerging field which deals mainly with microscopy images that are derived from patient biopsies. Because of the high resolution, most of these whole slide images (WSI) have a large size, typically ...

Computer Sciences

Data-frugal deep learning optimizes microstructure imaging

Most often, we recognize deep learning as the magic behind self-driving cars and facial recognition, but what about its ability to safeguard the quality of the materials that make up these advanced devices? Professor of Materials ...

Computer Sciences

Faster holographic imaging using recurrent neural networks

Digital holographic imaging is a commonly used microscopy technique in biomedical imaging. It reveals rich optical information of the sample, which could be used, for example, to detect pathological abnormalities in tissue ...

Machine learning & AI

An easy-to-use platform is a gateway to AI in microscopy

A new, freely available platform helps non-experts use artificial intelligence to analyze microscopy images. The platform has been developed at Åbo Akademi University in Finland and Instituto Gulbenkian de Ciência, Portugal, ...