Cecile A. Wolfs

Dr. Tanslaan 12, Maastricht 6229 ET
Maastricht, LI 6202AZ, Netherlands

Last Updated: 09/26/2026

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Found 21 publications

Maximizing impact of explainable artificial intelligence in radiotherapy: a critical review.

Maximizing impact of explainable artificial intelligence in radiotherapy: a critical review.

Journal: Physics in medicine and biology

Published: November 28, 2025

Toward a human-centric co-design methodology for AI detection of differences between planned and delivered dose in radiotherapy.

Toward a human-centric co-design methodology for AI detection of differences between planned and delivered dose in radiotherapy.

Journal: Journal of applied clinical medical physics

Published: September 20, 2024

Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography.

Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography.

Journal: Physics in medicine and biology

Published: July 22, 2024

Turning the attention to time-resolved EPID-images: treatment error classification with transformer multiple instance learning.

Turning the attention to time-resolved EPID-images: treatment error classification with transformer multiple instance learning.

Journal: Physics in medicine and biology

Published: April 15, 2024

Targeted nutritional intervention attenuates experimental lung cancer cachexia.

Targeted nutritional intervention attenuates experimental lung cancer cachexia.

Journal: Journal of cachexia, sarcopenia and muscle

Published: August 25, 2023

A 3D transfer learning approach for identifying multiple simultaneous errors during radiotherapy.

A 3D transfer learning approach for identifying multiple simultaneous errors during radiotherapy.

Journal: Physics in medicine and biology

Published: May 23, 2023

Shoot-through proton FLASH irradiation lowers linear energy transfer in organs at risk for neurological tumors and is robust against density variations.

Shoot-through proton FLASH irradiation lowers linear energy transfer in organs at risk for neurological tumors and is robust against density variations.

Journal: Physics in medicine and biology

Published: April 17, 2023

A deep-learning assisted bioluminescence tomography method to enable radiation targeting in rat glioblastoma.

A deep-learning assisted bioluminescence tomography method to enable radiation targeting in rat glioblastoma.

Journal: Physics in medicine and biology

Published: March 09, 2023

Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study.

Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study.

Journal: Frontiers in oncology

Published: November 16, 2022

What is the optimal input information for deep learning-based pre-treatment error identification in radiotherapy?

What is the optimal input information for deep learning-based pre-treatment error identification in radiotherapy?

Journal: Physics and imaging in radiation oncology

Published: June 21, 2022

A novel multichannel deep learning model for fast denoising of Monte Carlo dose calculations: preclinical applications.

A novel multichannel deep learning model for fast denoising of Monte Carlo dose calculations: preclinical applications.

Journal: Physics in medicine and biology

Published: March 29, 2022

A deep learning and Monte Carlo based framework for bioluminescence imaging center of mass-guided glioblastoma targeting.

A deep learning and Monte Carlo based framework for bioluminescence imaging center of mass-guided glioblastoma targeting.

Journal: Physics in medicine and biology

Published: September 30, 2021

Showing 1-12 of 21

Last Updated: 09/26/2026