Collaborative analysis of multi-gigapixel imaging data using Cytomine.

Autor: Marée, Raphaël, Rollus, Loïc, Stévens, Benjamin, Hoyoux, Renaud, Louppe, Gilles, Vandaele, Rémy, Begon, Jean-Michel, Kainz, Philipp, Geurts, Pierre, Wehenkel, Louis
Předmět:
Zdroj: Bioinformatics; 5/1/2016, Vol. 32 Issue 9, p1395-1401, 7p
Abstrakt: Motivation: Collaborative analysis of massive imaging datasets is essential to enable scientific discoveries. Results: We developed Cytomine to foster active and distributed collaboration of multidisciplinary teams for large-scale image-based studies. It uses web development methodologies and machine learning in order to readily organize, explore, share and analyze (semantically and quantitatively) multi-gigapixel imaging data over the internet. We illustrate how it has been used in several biomedical applications. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index