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© Research
Publication : Nature methods

ImJoy: an open-source computational platform for the deep learning era

Scientific Fields
Diseases
Organisms
Applications
Technique

Published in Nature methods - 01 Dec 2019

Ouyang W, Mueller F, Hjelmare M, Lundberg E, Zimmer C

Link to Pubmed [PMID] – 31780825

Nat. Methods 2019 Dec;16(12):1199-1200

Deep learning methods have shown extraordinary potential for analyzing very diverse biomedical data, but their dissemination beyond developers is hindered by important computational hurdles. We introduce ImJoy (https://imjoy.io/), a flexible and open-source browser-based platform designed to facilitate widespread reuse of deep learning solutions in biomedical research. We highlight ImJoy’s main features and illustrate its functionalities with deep learning plugins for mobile and interactive image analysis and genomics.