))
BigPicture - the largest whole slide repository for AI model development in pathology. Where do we stand at month 15/72?
Manage episode 343797387 series 3404634
Το περιεχόμενο παρέχεται από το Aleksandra Zuraw, DVM, PhD, Aleksandra Zuraw, and DVM. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Aleksandra Zuraw, DVM, PhD, Aleksandra Zuraw, and DVM ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
Deep learning artificial intelligence has entered the field of digital pathology and is here to stay because it consistently outperforms the classical image analysis methods on pathology slides.
The only caveat is that to train good deep learning image analysis models we need a lot of whole slide images.
Where do we get them? Is there a central repository that can be used for this purpose?
Good news, there is one in the making!
There is an ongoing project to create a very large repository of several million whole slide images accessible for the digital pathology community. It is called BIGPICTURE and in this podcast you will learn about it from the experts.
This episode's guests, two of the project leaders - Julie Boisclair from Novartis and Jeroen van der Laak from the computational pathology group at RadboudUMC are explaining the
- who
- what
- how and
- when of the BigPicture project.
Listen to the full episode to learn all about it.
This episode's resources:
- BigPicture project website
- IMI - BigPicture: A Central Repository for Digital Pathology - publication
Episodes you might also like:
- 5 ways to make histopathology image models more robust to domain shift w/ Heather Couture, Pixel Scientia Labs
- Why Machine learning expertise is needed for digital pathology projects w/ heather Couture, Pixel Scientia Labs
Become a Digital Pathology Trailblazer and See you inside the club: Digital Pathology Club Membership
89 επεισόδια
Μοίρασέ το
