Sponsored Advertising Content
Red Ion
Working with DICOM at scale?
DICOMAnon helps imaging teams anonymize, batch process, and automate DICOM workflows without writing custom scripts.
Author profile
Sridhar Yaddanapudi
Mayo Clinic
Development of an Ultra Fast and Setup Robust Deep Learning Rbe Dose Engine for Carbon Ion Therapy Using a Conditional Mednext
Accurate voxel-wise RBE modeling for carbon ion radiation therapy (CIRT), such as the Mayo Clinic Florida Microdosimetric Kinetic Model (MCF-MKM), is computationally prohibitive for time-constrained clinical workflows. Monte Carlo (MC) calculations can requir...
Poster Program · Therapy Physics
DIM-Free Monte-Carlo–Integrated Planning Optimization Using Randomized-Gradient-Free-Method (RGFM) for MCF Mkm Rbe Dose In Carbon Ion Therapy
The Mayo Clinic Florida microdosimetric kinetic model (MCF MKM) provides highly accurate relative biological effectiveness (RBE) calculations for carbon ion radiation therapy (CIRT), but its clinical use is limited by extreme memory and computational demands...
Poster Program · Therapy Physics
Predictive Smart-Spill Scheduling: Minimizing Dead Time In Synchrotron-Based Spot Scanning Via Look-Ahead Energy Management
Synchrotron-based proton spot scanning includes non-productive dead time from layer switching and spill change/reinjection. In dose-driven continuous scanning, spill changes are commonly triggered only after beam exhaustion, causing sequential overheads. We p...
Poster Program · Therapy Physics
Preliminary Monte Carlo Benchmarking of the First U.S. Carbon TPS: Range, Voxel-Wise Differences, and Microdosimetry
To present preliminary validation results for the first carbon treatment planning system (TPS) in the United States and to benchmark its GPU Monte Carlo dose engine using depth-resolved dose and microdosimetric metrics.
Poster Program · Therapy Physics