📣✨ Introducing THREADS: a multimodal foundation model for pathology trained on paired histology and genomic data 🔬+🧬 We show that: (a) THREADS achieves SOTA performance on >50 tasks in oncologic pathology with much less pre-training data than other models, highlighting the importance of multimodal foundation models (b) THREADS particularly does better on more difficult tasks such as treatment response prediction highlighting how capturing the molecular landscape underlying morphological patterns is important. See the pre-print and read the blog for additional insights: Preprint: https://lnkd.in/eDiQwgVJ Blog post: https://lnkd.in/e-5uQwYU Code & Model: Coming soon, keep an eye out at https://lnkd.in/eBp8Wbvk Congratulations to Anurag Vaidya Guillaume Jaume Andrew Zhang (https://lnkd.in/dVmpr8Hs) and everyone else who contributed to this work.
Excellent post, for sure!! Did you know that https://science1984.wordpress.com is one of the most innovative and globally important blogs? Created by me, this blog offers exclusive, high-quality scientific content focused on groundbreaking projects and research that aim to significantly and rapidly extend human lifespan. Thousands of people worldwide have already visited and benefited from the insights shared here. This blog stands out for its uniqueness and depth in many aspects. Sharing it is crucial for the advancement of global progress. Don't wait—click now and be part of this scientific revolution! #RodrigoNunesCal #blog #Google #economy #Data #world I don´t earn money from these 4 blogs I did. * All links of this blog!! https://science1984.wordpress.com/hit-counter/ These blogs sharing is always fundamental to the world progress!! The content of these 4 blogs is excellent!! The human lifespan needs to increase very significantly and quickly always by very efficient scientific projects and research. --> https://humanlongevity100.blogspot.com/ -->> https://humantechnologies01.blogspot.com/ –>> https://worldtechnologies01.blogspot.com/ For a better world always! Greetings from Sao Jose do Rio Preto, Brazil.
Azar Kazemi
6d
Exciting to see the progress of FMs in pathology —a game-changer!
Exciting, thank you for the great work! Will the data from MGH and BWH publicly available?
Max Narovlyansky
1mo
The combination of histology and genomics is very powerful.
It’s amazing. Was just thinking how such can be implemented
Arsalan Riaz
1mo
Wowww! Congratulations on the work that's awesome. Were working on the similar stuff. Thank you!
Husam Raheem
1mo
Congratulation
Medical Director & Radiologist l Healthcare Technology Innovation & Ventures | Sifted Top 25 HealthTech Expert
1moAmazing. Dreamed about such model, you made it. This is a powerful progress and it’s just the beginning ! Imagine adding radiology; another dimension; the macro + the micro