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- European Bioinformatics Institute (EBI)5
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Keyword
- Machine learning models
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Scientific topic
- Active learning5
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Event type
- Workshops and courses5
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Country
- United Kingdom1
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Target audience
- This course is aimed at scientists working with biomage data across the life sciences. It is suitable for those involved in creating bioimages or taking their first steps in analysis. The content would also be suitable for those wanting to learn more about the BioImage Archive and gain experience with machine learning approaches for image analysis. The programme will be of particular interest to bioimage analysts with questions relating to the use of ‘big data’ and using the wealth of publically available data curated in the BioImage Archive. The course should be accessible to members of the bioimaging community and does not require prior experience with machine learning methods or use of the BioImage Archive. Applicants are encouraged to explore the resources below before starting their application. Applicants should be comfortable with basic programming tasks and have experience working with Python. Prerequisite reading: BioImage Archive: A call for public archives for biological image data ZeroCostDL4Mic: an open platform to simplify access and use of Deep-Learning in Microscopy The BioStudies database - one stop shop for all data supporting a life sciences study EMPIAR: a public archive for raw electron microscopy image data Image Data Resource: a bioimage data integration and publication platform BioImage Model Zoo 1
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Instructor
- Alvis Brazma1
- Andrii Iudin1
- Anna Kreshuk1
- Awais Athar1
- Barbara Diaz-Rohrer1
- Beth Cimini1
- Callum Tromans-Coia1
- Craig Russell1
- Dominik Kutra1
- Esti Gomez de Mariscal1
- Frances Wong1
- Gerard Kleywegt1
- Guillame Jacquemet1
- Jason Swedlow1
- Jean Marie Burel1
- Mario Costa Cruz1
- Martin Weigert1
- Matthew Hartley1
- Osman Salih1
- Paul Korir1
- Petr Walczysko1
- Rebecca Senft1
- Simone Weyand1
- Soham Mandal1
- Sriram Sundar Somasundharam1
- Timo Zimmermann1
- Ugis Sarkans1
- Virginie Uhlmann1
- Wei Ouyang1
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