Cytomine


Systems and Modelling Group @ University of Liège

Overview

Measured variables surface
Operating system windows, mac, linux
Licence open-source, freeware
Automation level automated, semi-automated
Plant requirements any
Export formats csv
Other information Webase application

Scientific article(s)

Collaborative analysis of multi-gigapixel imaging data using Cytomine
Raphaël Marée, Loïc Rollus, Benjamin Stévens, Renaud Hoyoux, Gilles Louppe, Rémy Vandaele, Jean-Michel Begon, Philipp Kainz, Pierre Geurts, Louis Wehenkel
Bioinformatics, 2017 View paper

Description

The CYTOMINE project (started in 2010) is continuously developing a rich internet application using modern web technologies, databases, and machine learning to foster active and distributed collaboration and ease large-scale image exploitation. Our software is e.g. being used by life scientists to help them better evaluate drug treatments or understand biological processes directly from whole-slide tissue images, by pathologists to share and ease their diagnosis, and by teachers and students for pathology training purposes. Although our initial focus was on biomedical research in cytology and histology whole-slide images, we are developing a generic software that is useful for other types of high-dimensional imaging data from various fields (e.g. botany, geology, astronomy, environmental biology, ...). To ease its reuse in any context, Cytomine is open-source. Cytomine website

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