Get started
Author

Omar Hamzaoui

Observed institution: Mohamed I University
ORCID: 0009-0004-6542-3191
Observed ORCID: 0009-0004-6542-3191
OpenAlex ID: A5116494624
DART-Net: A Novel Deep Learning Framework for Precise Radiotherapy Planning with Automated Multiorgan Segmentation and RTSTRUCT Generation
2025 · Omar Hamzaoui, Yassine Oulhouq, et al. · Journal of Medical Physics · 4
Comparative dosimetric analysis of concave versus convex surface curvatures in external beam radiotherapy: a Monte Carlo investigation revealing opposing geometric effects
2025 · Mohammed Rezzoug, Yassine Oulhouq, et al. · Biomedical Physics & Engineering Express · 3
PDF
Comparative analysis of eMC algorithm dose calculations using GATE validation: impact of tissue heterogeneity on electron beam dosimetry
2025 · Mohammed Rezzoug, Mustapha Zerfaoui, et al. · Physical and Engineering Sciences in Medicine · 3
Clinically validated deep learning auto-contouring for glioblastoma volumetric modulated arc therapy planning: a dosimetric equivalence study
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Radiation Oncology Journal · 1
PDF
Enhancement of electron beam conformity in MRI-guided radiotherapy with parallel magnetic fields: a Monte Carlo analysis
2026 · Mohammed Rezzoug, Yassine Oulhouq, et al. · Radiological Physics and Technology · 1
From Predicted Dose to Computationally Verified Plan: An End-to-End Deep Learning and Monte Carlo Pipeline for Automated VMAT Glioblastoma Radiotherapy
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Journal of Imaging Informatics in Medicine
VHEE beam parameter extraction from depth-dose and lateral profile measurements: a Monte Carlo parametric study
2026 · Mohammed Rezzoug, Yassine Oulhouq, et al. · Radiological Physics and Technology
Physics-aware geometric deep learning for pre-planning dosimetric feasibility in Gamma Knife radiosurgery
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Radiological Physics and Technology
Impact of magnetic field orientation and strength on dose distributions in 6 MV photon beams: A Monte Carlo study
2026 · Mohammed Rezzoug, Yassine Oulhouq, et al. · Radiation and Environmental Biophysics
Deep learning for CT-less attenuation correction synthesis in non-small cell lung cancer: A proof-of-concept evaluated for quantitative and physical characteristics
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Medical dosimetry
Quantifying the spatial information loss of Dose-Volume Histograms in Gamma Knife radiosurgery via unsupervised 3D dose geometry embedding
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Radiological Physics and Technology
Optimising electron beam 6 MeV radiotherapy: field-size-dependent dosimetric impact of perforated thermoplastic immobilisation masks
2026 · Mohammed Rezzoug, Yassine Oulhouq, et al. · Reports of Practical Oncology & Radiotherapy
PDF
Hounsfield Unit Preservation in Low‐Dose Abdomen and Pelvic CT Denoising: An Enhanced UNIT Framework for Radiotherapy Planning
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · International Journal of Imaging Systems and Technology
Electron beam dosimetry in uniform and spatially varying magnetic fields: implications for MR-guided radiation systems
2026 · Mohammed Rezzoug, Yassine Oulhouq, et al. · The European Physical Journal Plus
Predicting VMAT Modulation Complexity Before Planning: A Comparative Analysis of Machine Learning Classifiers
2026 · Omar Hamzaoui, Yassine Oulhouq, et al. · Lecture notes in networks and systems
Advancing Radiotherapy Quality Assurance: A Comparative Analysis of a Novel MATLAB-Based Gamma Index Program and Established MyQA Software
2025 · Omar Hamzaoui, Yassine Oulhouq, et al. · Lecture notes in electrical engineering
Works count: 16
Citation count: 12
H-index: 3
I10-index:
Year
Topic
Type