Application of informatics in cancer research and clinical practice: Opportunities and challenges

N Hong, G Sun, X Zuo, M Chen, L Liu, J Wang… - Cancer …, 2022 - Wiley Online Library
Cancer informatics has significantly progressed in the big data era. We summarize the
application of informatics approaches to the cancer domain from both the informatics …

[HTML][HTML] A deep-learning-based dose verification tool utilizing fluence maps for a cobalt-60 compensator-based intensity-modulated radiation therapy system

K Oh, MP Gronberg, TJ Netherton, B Sengupta… - Physics and Imaging in …, 2023 - Elsevier
Background and purpose A novel cobalt-60 compensator-based intensity-modulated
radiation therapy (IMRT) system was developed for a resource-limited environment but …

“Under the hood”: artificial intelligence in personalized radiotherapy

C Gianoli, E De Bernardi, K Parodi - BJR| Open, 2024 - academic.oup.com
This review presents and discusses the ways in which artificial intelligence (AI) tools
currently intervene, or could potentially intervene in the future, to enhance the diverse tasks …

A convolutional neural network model for EPID‐based non‐transit dosimetry

LD Bosco, X Franceries, B Romain… - Journal of Applied …, 2023 - Wiley Online Library
Purpose To develop an alternative computational approach for EPID‐based non‐transit
dosimetry using a convolutional neural network model. Method AU‐net followed by a non …

Invertible and Variable Augmented Network for Pretreatment Patient-Specific Quality Assurance Dose Prediction

Z Zou, C Gong, L Zeng, Y Guan, B Huang, X Yu… - Journal of Imaging …, 2024 - Springer
Pretreatment patient-specific quality assurance (prePSQA) is conducted to confirm the
accuracy of the radiotherapy dose delivered. However, the process of prePSQA …

Extension of a radiation transport model for water-equivalent, portal imaging dose applications

I Kutuzov, R Rivest, E Van Uytven… - Journal of Physics …, 2024 - iopscience.iop.org
The amorphous-silicon based design of electronic portal imaging device (a-Si EPID) is
commonly available on medical linear accelerators, and thus presents enormous potential …

Comparison of deep learning models for building two-dimensional non-transit EPID Dosimetry on Varian Halcyon

MM Ramadhan, WE Wibowo… - Reports of Practical …, 2023 - journals.viamedica.pl
Background: This study compared the effectiveness of five deep learnin gm odels in
constructing no nt ransit dosimetry with an aS i electronic portal imaging device (EPID) on …

[PDF][PDF] Physics and Imaging in Radiation Oncology

MC Cox, PM Braam, H Rütten, R van Leeuwen - researchgate.net
Background and purpose: In rectal cancer patients, radiotherapy in prone position using a
belly board can reduce the dose to organs at risk. For this patient group we investigated inter …