[HTML][HTML] Evaluating AI-generated CBCT-based synthetic CT images for target delineation in palliative treatments of pelvic bone metastasis at conventional C-arm …
N Hoffmans-Holtzer, A Magallon-Baro, I de Pree… - Radiotherapy and …, 2024 - Elsevier
Purpose One-table treatments with treatment imaging, preparation and delivery occurring at
one treatment couch, could increase patients' comfort and throughput for palliative …
one treatment couch, could increase patients' comfort and throughput for palliative …
Cone-beam CT image enhancement using generative adversarial networks
Techniques for generating an enhanced cone-beam com puted tomography (CBCT) image
using a trained model are provided. A CBCT image of a subject is received. a synthetic …
using a trained model are provided. A CBCT image of a subject is received. a synthetic …
Systems and methods for accurate and rapid positron emission tomography using deep learning
A computer-implemented method is provided for improving image quality with shortened
acquisition time. The method comprises: determining an accelerated image acquisition …
acquisition time. The method comprises: determining an accelerated image acquisition …
Systems and methods for improving magnetic resonance imaging using deep learning
A computer-implemented method is provided for improving image quality with shortened
acquisition time. The method comprises: determining an accelerated image acquisition …
acquisition time. The method comprises: determining an accelerated image acquisition …
Systems and methods for low-dose AI-based imaging
ADA Souza, MP Marrama, PA Helm… - US Patent …, 2024 - Google Patents
A low-dose imaging method includes receiving a sparse image set of a portion of a patient's
anatomy; up-sampling the sparse image set, in the sinogram domain and using a first neural …
anatomy; up-sampling the sparse image set, in the sinogram domain and using a first neural …
Patient Post-Operation Improvement Prediction Using Machine Learning
OR Plummer - US Patent App. 17/566,289, 2022 - Google Patents
Systems, methods, and computer programs for predicting patient post-operation
improvement are disclosed. In one aspect, a method includes generating input data that com …
improvement are disclosed. In one aspect, a method includes generating input data that com …
Systems and methods for improving magnetic resonance imaging using deep learning
A computer-implemented method is provided for improving image quality with shortened
acquisition time. The method comprises: determining an accelerated image acquisition …
acquisition time. The method comprises: determining an accelerated image acquisition …
Image synthesis using adversarial networks such as for radiation therapy
X Han - US Patent 11,699,281, 2023 - Google Patents
A statistical learning technique that does not rely upon paired imaging information is
described herein. The technique may be computer-implemented and may be used in order …
described herein. The technique may be computer-implemented and may be used in order …
Detecting visual artifacts in image sequences using a neural network model
A Patney, AE Lefohn - US Patent 11,836,597, 2023 - Google Patents
Motivated by the ability of humans to quickly and accurately detect visual artifacts in images,
a neural network model is trained to identify and locate visual artifacts in a sequence of …
a neural network model is trained to identify and locate visual artifacts in a sequence of …