Learning-Based Estimation of Spatially Resolved Scatter Radiation Fields in Interventional Radiology
Fuente:
arXiv
Saved in:
| Main Authors: | Lehner, Felix, Lombardo, Pasquale, Castillo, Susana, Hupe, Oliver, Magnor, Marcus |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RadField3D: A Data Generator and Data Format for Deep Learning in Radiation-Protection Dosimetry for Medical Applications
by: Lehner, Felix, et al.
Published: (2024)
by: Lehner, Felix, et al.
Published: (2024)
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
by: Melodia, Luciano
Published: (2018)
by: Melodia, Luciano
Published: (2018)
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations
by: Kuppens, Daan, et al.
Published: (2024)
by: Kuppens, Daan, et al.
Published: (2024)
Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning
by: Finkelstein, Alex, et al.
Published: (2024)
by: Finkelstein, Alex, et al.
Published: (2024)
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
by: Costa, Paloma Casteleiro, et al.
Published: (2025)
by: Costa, Paloma Casteleiro, et al.
Published: (2025)
Exploring Strategies for Personalized Radiation Therapy: Part III Identifying genetic determinants for Radiation Response with Meta Learning
by: Peng, Hao, et al.
Published: (2025)
by: Peng, Hao, et al.
Published: (2025)
Fusion of Various Optimization Based Feature Smoothing Methods for Wearable and Non-invasive Blood Glucose Estimation
by: Wei, Yiting, et al.
Published: (2025)
by: Wei, Yiting, et al.
Published: (2025)
A Deep Risk Estimator for Known Operator Learning
by: Maier, Andreas, et al.
Published: (2026)
by: Maier, Andreas, et al.
Published: (2026)
A Multi-Resolution Benchmark Framework for Spatial Reasoning Assessment in Neural Networks
by: Imbriani, Manuela, et al.
Published: (2025)
by: Imbriani, Manuela, et al.
Published: (2025)
Cross-View Attention Fusion Net: A Prior-Guided Dual-View Representation Learning for Cardiac Output Estimation from Short-Term PPG Signals
by: Zhang, Yaowen, et al.
Published: (2026)
by: Zhang, Yaowen, et al.
Published: (2026)
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound
by: Byra, Michal, et al.
Published: (2024)
by: Byra, Michal, et al.
Published: (2024)
Imaging-Derived Coronary Fractional Flow Reserve: Advances in Physics-Based, Machine Learning, and Physics-Informed Methods
by: Zhu, Tanxin, et al.
Published: (2026)
by: Zhu, Tanxin, et al.
Published: (2026)
Scatter Correction in X-ray CT by Physics-Inspired Deep Learning
by: Iskender, Berk, et al.
Published: (2021)
by: Iskender, Berk, et al.
Published: (2021)
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling
by: Webber, George, et al.
Published: (2024)
by: Webber, George, et al.
Published: (2024)
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction
by: Webber, George, et al.
Published: (2024)
by: Webber, George, et al.
Published: (2024)
Prediction of Local Failure after Stereotactic Radiotherapy in Melanoma Brain Metastases Using Ensemble Learning on Clinical, Dosimetric, and Radiomic Data
by: Hartong, Nanna E., et al.
Published: (2024)
by: Hartong, Nanna E., et al.
Published: (2024)
UltraScatter: Ray-Based Simulation of Ultrasound Scattering
by: Duelmer, Felix, et al.
Published: (2025)
by: Duelmer, Felix, et al.
Published: (2025)
Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy
by: Kim, Sangwook, et al.
Published: (2024)
by: Kim, Sangwook, et al.
Published: (2024)
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited Data
by: Shen, Guoyao, et al.
Published: (2023)
by: Shen, Guoyao, et al.
Published: (2023)
A Learning-based Framework for Spatial Impulse Response Compensation in 3D Photoacoustic Computed Tomography
by: Yang, Kaiyi, et al.
Published: (2026)
by: Yang, Kaiyi, et al.
Published: (2026)
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data
by: Haidar, Ali, et al.
Published: (2024)
by: Haidar, Ali, et al.
Published: (2024)
Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study
by: Zhang, Jing, et al.
Published: (2025)
by: Zhang, Jing, et al.
Published: (2025)
Automatic Treatment Planning using Reinforcement Learning for High-dose-rate Prostate Brachytherapy
by: Wang, Tonghe, et al.
Published: (2025)
by: Wang, Tonghe, et al.
Published: (2025)
A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture
by: Shaik, Anjum, et al.
Published: (2024)
by: Shaik, Anjum, et al.
Published: (2024)
Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy
by: Madondo, Malvern, et al.
Published: (2025)
by: Madondo, Malvern, et al.
Published: (2025)
A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck
by: Raggio, Ciro Benito, et al.
Published: (2025)
by: Raggio, Ciro Benito, et al.
Published: (2025)
Efficient Radiation Treatment Planning based on Voxel Importance
by: Mair, Sebastian, et al.
Published: (2024)
by: Mair, Sebastian, et al.
Published: (2024)
Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning
by: Moradi, Mohammadamin, et al.
Published: (2025)
by: Moradi, Mohammadamin, et al.
Published: (2025)
Deep Learning-based Detection of Bacterial Swarm Motion Using a Single Image
by: Li, Yuzhu, et al.
Published: (2024)
by: Li, Yuzhu, et al.
Published: (2024)
ACE-Net: AutofoCus-Enhanced Convolutional Network for Field Imperfection Estimation with application to high b-value spiral Diffusion MRI
by: Gao, Mengze, et al.
Published: (2024)
by: Gao, Mengze, et al.
Published: (2024)
NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps
by: Zimmermann, Felix Frederik, et al.
Published: (2023)
by: Zimmermann, Felix Frederik, et al.
Published: (2023)
Self-Supervised Pre-Training for Deep Image Prior-Based Robust PET Image Denoising
by: Onishi, Yuya, et al.
Published: (2023)
by: Onishi, Yuya, et al.
Published: (2023)
Derivative-Based Mir Spectroscopy for Blood Glucose Estimation Using Pca-Driven Regression Models
by: Mansourlakouraj, Saeed, et al.
Published: (2024)
by: Mansourlakouraj, Saeed, et al.
Published: (2024)
A Shape-Based Functional Index for Objective Assessment of Pediatric Motor Function
by: Kumar, Shashwat, et al.
Published: (2025)
by: Kumar, Shashwat, et al.
Published: (2025)
High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models
by: Yoon, Siyeop, et al.
Published: (2024)
by: Yoon, Siyeop, et al.
Published: (2024)
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation
by: Scarponi, Valentina, et al.
Published: (2024)
by: Scarponi, Valentina, et al.
Published: (2024)
PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction
by: Zimmermann, Felix F, et al.
Published: (2023)
by: Zimmermann, Felix F, et al.
Published: (2023)
Data-driven Synthesis of Magnetic Resonance Spectroscopy Data using a Variational Autoencoder
by: van de Sande, Dennis M. J., et al.
Published: (2026)
by: van de Sande, Dennis M. J., et al.
Published: (2026)
DeepLight: A Sobolev-trained Image-to-Image Surrogate Model for Light Transport in Tissue
by: Haim, Philipp, et al.
Published: (2026)
by: Haim, Philipp, et al.
Published: (2026)
PMB-NN: Physiology-Centred Hybrid AI for Personalized Hemodynamic Monitoring from Photoplethysmography
by: Zhang, Yaowen, et al.
Published: (2025)
by: Zhang, Yaowen, et al.
Published: (2025)
Similar Items
-
RadField3D: A Data Generator and Data Format for Deep Learning in Radiation-Protection Dosimetry for Medical Applications
by: Lehner, Felix, et al.
Published: (2024) -
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
by: Melodia, Luciano
Published: (2018) -
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations
by: Kuppens, Daan, et al.
Published: (2024) -
Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning
by: Finkelstein, Alex, et al.
Published: (2024) -
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
by: Costa, Paloma Casteleiro, et al.
Published: (2025)