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Working with DICOM at scale?
DICOMAnon helps imaging teams anonymize, batch process, and automate DICOM workflows without writing custom scripts.
Author profile
Jason Lima, MS
Northwell
Deep Feature-Driven SVM Modeling for Arc-Level Quality Assurance In Prostate Radiotherapy
The aim of this work is to predict the arc level gamma passing rate (GPR) values for IMRT, VMAT, and FSRT plans at the prostate site using machine learning-based models using the SVM algorithm.
Poster Program · Therapy Physics
Resnet Deep Learning Convolutional Neural Networks for Halcyon Based Portal Dosimetry 2D Dose Plane Gamma Passing Rate Predictions
Developing and researching methods of implementing deep learning neural networks capable of predicting gamma passing rates from retroactive 2D dose plane images for QA procedure optimization, workflow improvements, and plan delivery.
Poster Program · Therapy Physics