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BigPicture - the largest whole slide repository for AI model development in pathology. Where do we stand at month 15/72?

BigPicture - the largest whole slide repository for AI model development in pathology. Where do we stand at month 15/72?

FromDigital Pathology Podcast


BigPicture - the largest whole slide repository for AI model development in pathology. Where do we stand at month 15/72?

FromDigital Pathology Podcast

ratings:
Length:
37 minutes
Released:
Jun 17, 2022
Format:
Podcast episode

Description

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 whowhathow and when of the BigPicture project. Listen to the full episode to learn all about it.This episode's resources:BigPicture project websiteIMI - BigPicture: A Central Repository for Digital Pathology - publicationEpisodes you might also like:5 ways to make histopathology image models more robust to domain shift w/ Heather Couture, Pixel Scientia LabsWhy Machine learning expertise is needed for digital pathology projects w/ heather Couture, Pixel Scientia Labs Get your "Digital Pathology Beginners Guide" E-book for free! Sign up for the waiting list here.
Released:
Jun 17, 2022
Format:
Podcast episode

Titles in the series (89)

Aleksandra Zuraw from Digital Pathology Place discusses digital pathology from the basic concepts to the newest developments, including image analysis and artificial intelligence. She reviews scientific literature and together with her guests discusses the current industry and research digital pathology trends.