Come compete: cvs-challenge.grand-challenge.org! #miccai2024 MICCAI Dan Hashimoto, MD MS FACS Pietro Mascagni Deepak Alapatt CAMMA

🦾It's on! Join the challenge!

🚀 Excited to share our latest research CAMMA: SurgiTrack - Fine-grained multi-class multi-tool tracking in surgical videos! 🎥🔧 ✅ Fine-grained multi-perspective trajectories ✅ Direction-based re-ID for similar tools ✅ Real-time inference Follow along to learn more!🧵1/11

🚀 The 4th Surgical Data Science Summer School is back! Join us July 7–11, 2025, at IHU Strasbourg for hands-on AI & endoscopic video analysis with top experts. 👉 Places are limited! Apply by April 1, 2025: edu4sds.org #SurgicalDataScience #AI

🚀 Just published! Our latest research presents SAF-IS, a novel framework for instance segmentation of surgical tools not requiring spatial annotations to train! 🏥🤖 📖 Read more in Elsevier Medical Image Analysis: doi.org/10.1016/j.medi…

1/2 🎯 New Paper Alert! 🏥✨ #SurgiTrack is a breakthrough in surgical tool tracking! Leveraging direction-based Re-ID & hierarchical bipartite graphs, it achieves 62.8% HOTA on #CholecTrack20, outperforming SOTA methods. #AI #Surgery #MedTech #IPCAI

2/2 #SurgiTrack: 🔹 Handles occlusions, OOCV, OOB 🔹 Includes multi-perspective trajectories 🔹 Obtains 92% re-ID success 📄 Published in @MedImageAnalysis 🖊️Chinedu Nwoye and Nicolas Padoy 🌐 bit.ly/surgitrack #AI #Surgery #MedTech #IPCAI