ImJoy: an open-source computational platform for the deep learning era
This addresses computational hurdles for biomedical researchers adopting deep learning, though it is incremental as a platform tool.
The authors tackled the problem of disseminating deep learning solutions in biomedical research by introducing ImJoy, an open-source browser-based platform that facilitates widespread reuse, as demonstrated through plugins for mobile and interactive image analysis and genomics.
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.