Fatemeh Ghezloo

@fghezloo

Sr. Applied Scientist @Microsoft PhD @UW @uwcse

Kirkland, WA

fghezloo.github.io

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Fatemeh Ghezloo
@fghezloo
Feb 14, 2025
🤖🩺 Introducing PathFinder: A multi-agent system that navigates WSIs akin to pathologists, collecting findings towards interpretable diagnosis. It achieves 74% accuracy on melanoma diagnosis, outperforming experts by 9%! 🌎: pathfinder-dx.github.io 📰: arxiv.org/abs/2502.08916
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Fatemeh Ghezloo
@fghezloo
Nov 15, 2025
Looking forward to presenting my work on multimodal pathology and diagnostic AI with the Cohere Labs ML Healthcare community next week.
Cohere Labs
@Cohere_Labs
Nov 14, 2025
Our ML Healthcare group is excited to host @fghezloo, Senior Applied Scientist at Microsoft AI on November 21st. Fatemeh will introduce Quilt-1M, a large-scale vision-language pathology dataset; Quilt-LLaVA, a multimodal model for spatially grounded medical reasoning; and
Fatemeh Ghezloo
@fghezloo
Oct 20, 2025
📢Excited to present PathFinder at #ICCV2025 ! 📍 Where to find us: 📅 Oral Presentation: “Multi-Modal Foundation Models for Cancer Detection & Prevention” Workshop, Sunday, Oct 19 at 4:40 PM, Room 326 B 📅 Main Conference Poster: Thursday, Oct 23 (AM) Poster #342
Fatemeh Ghezloo
@fghezloo
Feb 14, 2025
🤖🩺 Introducing PathFinder: A multi-agent system that navigates WSIs akin to pathologists, collecting findings towards interpretable diagnosis. It achieves 74% accuracy on melanoma diagnosis, outperforming experts by 9%! 🌎: pathfinder-dx.github.io 📰: arxiv.org/abs/2502.08916
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Fatemeh Ghezloo
@fghezloo
Dec 19, 2023
🚨Check out our latest preprint building up on Quilt-1M (quilt1m.github.io) where we introduce a large vision language histopathology agent with reasoning and spatial awareness capabilities. Code and data coming soon! See our website for more info: quilt-llava.github.io
Mehmet Saygın Seyfioğlu
@mehsaygin
Dec 19, 2023
Introducing Quilt-LLaVA, a Large Language and Vision Assistant for #Pathology trained with spatially localized instruction tuning data generated from educational #YouTube videos, outperforming SOTA in various tasks. 🌎: quilt-llava.github.io 📜: arxiv.org/abs/2312.04746 A 🧵:
Fatemeh Ghezloo
@fghezloo
Dec 12, 2023
I'm presenting our work (quilt1m.github.io) at #NeurIPS2023 with @wizdom_dominic and @mehsaygin. 🗣️ Oral Session: Ballroom A - C (level 2) on Wednesday, DEC 13 at 3:30 PM 🖼️ Poster Session: Great Hall & Hall B1+B2 (level 1) Poster #301 on Wednesday, DEC 13th at 5:00 PM
Fatemeh Ghezloo
@fghezloo
Jun 28, 2023
🔍 Checkout our recent work: Quilt-1M, a multimodal histopathology dataset curated from Youtube. Excited to see how this extensive resource will advance research in the field!