🔧 Real-time AI Workflow for Surgery

🔥 Demo

Running colon.engine.fp32 model with VideoStreamReplayer on Clara-AGX 

  python colonoscopy_segmentation.py --data /workspace/holohub/data/colonoscopy_segmentation

📅 Agenda

🎒 Learning outcomes

  • Participants will learn to train, optimise, test and deploy real-time AI models for segmentation tasks,

  • Participants will learn good software practices to contribute to our open-source projects aligning with medical device software standard (IEC 62304), and

  • Participants will have the chance to work with NVIDIA Clara AGX - A Universal computing architecture for next-generation AI medical instruments.

💻 GitHub project & discussions

🙌 Acknowledgements

  • UCL Centre for Medical Image Computing (CMIC)

    • Snigdha Sen and Florence Townend

  • Healthcare AI, NVIDIA

    • Mikael Brudfors

  • Advanced Research Computing Centre (ARC)

    • Steve Thompson

  • Wellcome / EPSRC Centre for Interventional and Surgical Sciences (WEISS)

    • Sophia Bano and Matt Clarkson