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Cited article:

Deep learning-based organ dose prediction in pediatric head CT using fully automated tissue segmentation and newly developed voxelized phantoms in GATE/Geant4 simulation toolkit

H. Sekkat, A. Khallouqi, O. El rhazouani and A. Halimi
Radiation Measurements 191 107597 (2026)
https://doi.org/10.1016/j.radmeas.2025.107597

Effect of iodinated contrast media enhancement on size-specific dose estimates in emergency thoracic CT

A. Khallouqi, H. Sekkat, A. Halimi, Y. Madkouri and O. El Rhazouani
Radiography 32 (2) 103308 (2026)
https://doi.org/10.1016/j.radi.2025.103308

Experimental evaluation of backscatter factors in paediatric head radiography using a novel in-house heterogeneous tissue-equivalent Phantom

Hamza Sekkat, Abdellah Khallouqi, Abdellah Halimi and Omar El Rhazouani
Radiation and Environmental Biophysics (2026)
https://doi.org/10.1007/s00411-025-01191-7

Study of attenuation characteristics for novel neonatal head phantom in diagnostic radiology using Monte Carlo simulations and experiments

Hamza Sekkat, Khallouqi Abdellah, Omar El Rhazouani, Youssef Madkouri and Abdellah Halimi
Biomedical Physics & Engineering Express 11 (2) 025031 (2025)
https://doi.org/10.1088/2057-1976/adb15c

Fabrication and validation of new tissue equivalent heterogeneous composite materials as neonatal and pediatric cranial bone substitutes in diagnostic radiology

H. Sekkat, A. Khallouqi, A. Halimi and O.El Rhazouani
Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms 563 165671 (2025)
https://doi.org/10.1016/j.nimb.2025.165671

Quality management and certified medical physicist’s role in radiology for radiation dose optimisation: a literature review until 2024

H. Sekkat, A. Khallouqi, O. El rhazouani, A. Halimi, K. Elmansouri and Y. Madkouri
Radioprotection 60 (1) 9 (2025)
https://doi.org/10.1051/radiopro/2024024

Relationship between radiation dose indices and patient size in adult brain computed tomography

K. Mitsui, Y. Inoue, H. Itoh, H. Hata, H. Miyatake and Takuro Yamane
Radioprotection 60 (1) 37 (2025)
https://doi.org/10.1051/radiopro/2024033

Assessment of tissue-air ratios in epoxy resin and PMMA phantoms for radiation dosimetry: findings from experimental measurements and Monte Carlo simulations

Hamza Sekkat, Abdellah Khallouqi, Omar El Rhazouani and Abdellah Halimi
Radiation and Environmental Biophysics 64 (1) 179 (2025)
https://doi.org/10.1007/s00411-024-01105-z

Comparison of water-equivalent and effective diameter-based size-specific dose estimates in computed tomography pulmonary angiography: implications for radiation dose optimization

A. Khallouqi, H. Sekkat, A. Halimi and O. El Rhazouani
Radioprotection 60 (3) 268 (2025)
https://doi.org/10.1051/radiopro/2024063

Automating X-ray CT image analysis with deep learning: the case of hydrocephalus detection

Hamza Sekkat, Abdellah Khallouqi, Omar El rhazouani and Abdellah Halimi
Radiation Effects and Defects in Solids 1 (2025)
https://doi.org/10.1080/10420150.2025.2581583

Evaluation of tissue-air ratios (TAR) for various tissue-equivalent materials in diagnostic radiology

Hamza Sekkat, Abdellah Khallouqi and Omar El rhazouani
High Energy Density Physics 56 101209 (2025)
https://doi.org/10.1016/j.hedp.2025.101209

Validation of a cost-effective heterogeneous pediatric head phantom for CT-based HU-density calibration in radiotherapy treatment planning: A dosimetric evaluation in pediatric brain tumor cases

H. Sekkat, A. Khallouqi, A. Bannan, O. El mouden, O. El rhazouani, A. Halimi, Y. Berrada and Y. Madkouri
Radiation Physics and Chemistry 237 113068 (2025)
https://doi.org/10.1016/j.radphyschem.2025.113068

HeadCTDosi: A python-based automated calculation of head water equivalent diameter and size specific dose estimate based on AAPM 220 report

H. Sekkat, A. Khallouqi, O. El rhazouani, A. Halimi and Y. Madkouri
Radiation Physics and Chemistry 227 112388 (2025)
https://doi.org/10.1016/j.radphyschem.2024.112388

Assessing radiological properties of novel tissue equivalent materials for heterogeneous pediatric head phantom: Experimental insights and Monte Carlo simulations

Hamza Sekkat, Abdellah Khallouqi, Omar El rhazouani, Youssef Madkouri and Abdellah Halimi
Nuclear Engineering and Technology 57 (7) 103525 (2025)
https://doi.org/10.1016/j.net.2025.103525

Development of a novel automated algorithm for patient dosimetry in computed tomography: a step towards the facilitation of size-specific dose estimates and organs dosimetry estimations in a busy clinical workflow

Hamza Sekkat, Abdellah Khallouqi, Youssef Madkouri, Wiam El Atifi, Imane Rhouch, Omar El rhazouani, Zakaria Tahiri, Mohammed Talbi and Abdellah Halimi
Physica Scripta 99 (12) 125012 (2024)
https://doi.org/10.1088/1402-4896/ad8b86