AI4Life

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Lessons learned from 3 years of open calls and challenges

Over the past three years, AI4Life has run an open call program to help researchers solve bioimage analysis challenges through deep learning. In this webinar, we will share our experiences and the various lessons learned that have helped us continuously refine the application, consultation, and selection processes. The open calls also gave us many insights into the community’s current needs and challenges in microscopy image analysis and beyond. Additionally, we will draw comparisons to the national open calls conducted by Human Technopole in Italy, and highlight how insights from AI4Life can benefit image analysis facilities. Finally, we will discuss the various deep-learning challenges we organized and what they reveal about the capabilities of state-of-the-art algorithms for different image analysis tasks.

Speakers: Mehdi Seifi, Vera Galinova, Damian Dalle Nogare, Caterina Fuster-Barceló