Yaoying Liu - Publications

Normal organ dose reduction by fluence map prediction plan adjustment.

Journal: Physics in medicine and biology

Published: June 03, 2025

Fully automated intensity-modulated radiotherapy plans for rectal cancer based on deep learning predictions of three-dimensional dose distributions.

Journal: Quantitative imaging in medicine and surgery

Published: January 22, 2025

Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy.

Journal: Physical and engineering sciences in medicine

Published: August 21, 2024

A feasibility study of dose-band prediction in radiation therapy: Predicting a spectrum of plan dose.

Journal: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Published: April 06, 2024

Dose prediction of CyberKnife Monte Carlo plan for lung cancer patients based on deep learning: robust learning of variable beam configurations.

Journal: Radiation oncology (London, England)

Published: March 13, 2024

Technical note: A PBS source model based independent dose calculation frame on TOPAS MC.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: February 06, 2024

Enhanced 3D dose prediction for hypofractionated SRS (gamma knife radiosurgery) in brain tumor using cascaded-deep-supervised convolutional neural network.

Journal: Physical and engineering sciences in medicine

Published: January 15, 2024

Commissioning dose computation model for proton source in pencil beam scanning therapy by convolution neural networks.

Journal: Physics in medicine and biology

Published: March 29, 2023

Three-dimensional dose prediction based on deep convolutional neural networks for brain cancer in CyberKnife: accurate beam modelling of homogeneous tissue.

Journal: BJR open

Published: January 09, 2023

Tissues margin-based analytical anisotropic algorithm boosting method via deep learning attention mechanism with cervical cancer.

Journal: International journal of computer assisted radiology and surgery

Published: June 12, 2022

A generalization performance study on the boosting radiotherapy dose calculation engine based on super-resolution.

Journal: Zeitschrift fur medizinische Physik

Published: December 24, 2021

Accuracy Improvement Method Based on Characteristic Database Classification for IMRT Dose Prediction in Cervical Cancer: Scientifically Training Data Selection.

Journal: Frontiers in oncology

Published: November 03, 2021