Pieces of Interest from COMP for the week of October 19 – The October Issue of InterACTIONS is Out! / Next-generation total-body PET scanner can produce diagnostic-quality images in as little as one minute / When AI Gets It Wrong: Scientists Map the Hidden Failure Modes of Ultrasound Segmentation Models

The October Issue of InterACTIONS is Out!
In the latest InterACTIONS issue, explore emerging trends in medical facility inspections, discover new developments in adaptive and stereotactic radiotherapy, and read about the experiences of women advancing in medical physics and radiology. Also find highlights from the COMP-AAPM 2026 meeting, updates from Canadian medical physics programs, and recognition of this year's award recipients!

Next-generation total-body PET scanner can produce diagnostic-quality images in as little as one minute
Discover how next-generation total-body PET technology could transform medical imaging by producing diagnostic-quality images in as little as one minute. New study results highlight the potential to significantly reduce scan times while advancing the possibilities for patient imaging and care.

When AI Gets It Wrong: Scientists Map the Hidden Failure Modes of Ultrasound Segmentation Models
New research explores the hidden failure modes of AI-powered ultrasound image segmentation, revealing why accuracy alone isn't enough to establish trust in these tools and highlighting the importance of robust validation and quality assurance.

