DR Mathieu Gaudreault
Honorary Conjoint Senior Fellow
The Sir Peter MacCallum Department of Oncology
65 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
Deep learning and radiomics models in patients with advanced non-small cell lung cancer treated with immunotherapy combined with stereotactic radiotherapy
DOI: 10.1038/s41598-026-53520-52026
Journal article
Blood dosimetry during volumetric modulated arc therapy for non-small cell lung cancer: A time-resolved model of circulating particles
DOI: 10.1016/j.ejmp.2026.1059102026
Conference Proceedings
Deep-learning dose prediction-driven automated radiation therapy planning for same-day single fraction treatment of solitary metastasis in the lung
2026
Journal article
A deep learning approach for predicting linear accelerator output settings in automated radiotherapy planning of oligometastatic cancer
DOI: 10.1016/j.phro.2025.1008902025
Conference Proceedings
Machine Output Settings Prediction for Volumetric Modulated Arc Therapy Artificial Intelligence Treatment Planning of Small Tumors in the Lung
DOI: 10.1016/j.ijrobp.2025.06.33512025
Journal article
Single- versus multi-model in the deep learning prediction of monitor units per control point for automated treatment planning in prostate cancer
DOI: 10.1002/acm2.702292024
Research grants (other domestic)
Next-Generation Radiotherapy Treatment Planning With Artificial Intelligence
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Higher Baseline Monocyte and Neutrophil Counts Are Associated with Significantly Worse Overall Survival in NSCLC Patients Treated with Curative-Intent Chemoradiation
DOI: 10.1016/j.ijrobp.2025.06.36712025
Journal article
Implementations of modulation complexity scores and their correlations with treatment plan quality in stereotactic radiation therapy
DOI: 10.1002/mp.179612025
Journal article
A general model for head and neck auto-segmentation with patient pre-treatment imaging during adaptive radiation therapy
DOI: 10.1002/mp.177322025
Journal article
Approximate thermodynamics of the two-dimensional Ising model in an external magnetic field
DOI: 10.1088/1751-8121/adcd32