Research graph
References from Query-based prediction of 3D x-ray scatter fields in an interventional suite using a transformer model. Local targets link to admitted publications; unresolved targets remain external evidence.
Characterisation and mapping of scattered radiation fields in interventional radiology theatres
10.1038/s41598-020-75257-5 · 2020 · External reference
x-ray scatter in projection radiography
10.1093/rpd/ncad275 · 2024 · External reference
Visualization of spatial dose distribution for effective radiation protection education in interventional radiology: obtaining high-accuracy spatial doses
10.1007/s13246-024-01479-w · 2024 · External reference
Occupational radiological protection in interventional procedures
10.1177/0146645318777667 · 2018 · External reference
Radiation dose management for fluoroscopically-guided interventional medical procedures
2010 · External reference
Radiological protection in cardiology
10.1016/j.icrp.2012.06.001 · 2013 · External reference
Geant4—a simulation toolkit
10.1016/s0168-90020301368-8 · 2003 · External reference
GATE: a simulation toolkit for PET and SPECT
10.1088/0031-9155/49/19/007 · 2004 · External reference
GATE 10 Monte Carlo particle transport simulation: I. development and new features
10.1088/1361-6560/ae237b · 2026 · External reference
GATE 10 Monte Carlo particle transport simulation: II
10.1088/1361-6560/ae237c · 2026 · External reference
Real-time, ray casting-based scatter dose estimation for C-arm x-ray system
10.1002/acm2.12036 · 2017 · External reference
A fast simulation method for radiation maps using interpolation in a virtual environment
10.1088/1361-6498/aac392 · 2018 · External reference
BP neural network based reconstruction method for radiation field applications
10.1016/j.nucengdes.2021.111228 · 2021 · External reference
Validation of the neural network for 3D photon radiation field reconstruction under various source distributions
10.3389/fenrg.2023.1151364 · 2023 · External reference
3D radiation field reconstruction method based on U-Net
10.7538/yzk.2025.youxian.0184 · 2025 · External reference
Estimating Compton scatter distributions with a regressional neural network for use in a real-time staff dose management system for fluoroscopic procedures
10.1117/12.2580733 · 2021 · External reference
Learning-based occupational x-ray scatter estimation
10.1088/1361-6560/ac58dc · 2022 · External reference
Machine learning-based estimation of occupational radiation dose in interventional cardiology
10.1093/rpd/ncaf064 · 2025 · External reference
Prediction of spatial x-ray dose distribution using pix2pix-based model
10.15748/jasse.12.179 · 2025 · External reference
Attention is all you need
10.48550/arxiv.1706.03762 · 2017 · External reference
An image is worth 16x16 words: transformers for image recognition at scale
2021 · External reference
Monte Carlo study of patient and medical staff radiation exposures during interventional cardiology
10.1016/j.ejmp.2021.01.065 · 2021 · External reference
RadField3D: a data generator and data format for deep learning in radiation-protection dosimetry for medical applications
10.1088/1361-6498/add53d · 2025 · External reference
Fast operating room scattered radiation calculation in x-ray guided interventions by using deep learning
10.1088/1361-6498/ae268e · 2025 · External reference
Artificial neural network-based model for predicting cardiologists’ over-apron dose in CATHLABs
10.4103/jmp.jmp-99-24 · 2024 · External reference
Fast occupational upper-limb radiation dose prediction using machine learning and Monte Carlo simulation
10.1088/1361-6498/ae63da · 2026 · External reference
Fast 3D whole-body occupational dose estimation in interventional radiology using physics-informed deep learning
10.1007/s12194-026-01043-z · 2026 · External reference
TransDose: transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification
10.1016/j.media.2023.102902 · 2023 · External reference
TrDosePred: a deep learning dose prediction algorithm based on transformers for head and neck cancer radiotherapy
10.1002/acm2.13942 · 2023 · External reference
Sub-second photon dose prediction via transformer neural networks
10.1002/mp.16231 · 2023 · External reference
Unresolved reference
2025 · External reference
Technical note: spekpy v2.0—a software toolkit for modeling x-ray tube spectra
10.1002/mp.14945 · 2021 · External reference
A fast voxel traversal algorithm for ray tracing
10.2312/egtp.19871000) · 1987 · External reference
Unresolved reference
1991 · External reference
Unresolved reference
1993 · External reference
X-ray mass attenuation coefficients
2004 · External reference
SciPy1.0: fundamental algorithms for scientific computing in python
10.1038/s41592-019-0686-2 · 2020 · External reference
Radiation quantities and units
1980 · External reference
Unresolved reference
2004 · External reference
Mass energy-transfer and mass energy-absorption coefficients, including in-flight positron annihilation for photon energies 1 keV to 100 MeV
10.6028/nist.ir.4812 · 1992 · External reference
Unresolved reference
2004 · External reference
On the average chord length in reactor physics
10.1016/s0306-4549(02)00107-x · 2003 · External reference
Fourier features let networks learn high frequency functions in low dimensional domains
2020 · External reference
On the continuity of rotation representations in neural networks
2019 · External reference
PyTorch 2: faster machine learning through dynamic Python bytecode transformation and graph compilation
10.1145/3620665.3640366 · 2024 · External reference
RECORDS: improved reporting of Monte Carlo radiation transport studies: report of the AAPM research committee task group 268
10.1002/mp.12702 · 2018 · External reference
