Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Jing, Bousse, Alexandre, Pham, Chi-Hieu, Shi, Kuangyu, Bert, Julien |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Deep Learning-Based Beamlet Model for Generic X-Ray Beam Dose Calculation
por: Rousselot, Maxime, et al.
Publicado: (2024)
por: Rousselot, Maxime, et al.
Publicado: (2024)
A Review on Low-Dose Emission Tomography Post-Reconstruction Denoising with Neural Network Approaches
por: Bousse, Alexandre, et al.
Publicado: (2023)
por: Bousse, Alexandre, et al.
Publicado: (2023)
Evaluation of Deep Learning-based Scatter Correction on a Long-axial Field-of-view PET scanner
por: Laurent, Baptiste, et al.
Publicado: (2025)
por: Laurent, Baptiste, et al.
Publicado: (2025)
Fast-Track of F-18 Positron paths simulations using GANs
por: Mellak, Youness, et al.
Publicado: (2024)
por: Mellak, Youness, et al.
Publicado: (2024)
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
por: Melodia, Luciano
Publicado: (2018)
por: Melodia, Luciano
Publicado: (2018)
Machine Learning-Based Modeling of the Anode Heel Effect in X-ray Beam Monte Carlo Simulations
por: Harb, Hussein, et al.
Publicado: (2025)
por: Harb, Hussein, et al.
Publicado: (2025)
Deep Evidential Learning for Radiotherapy Dose Prediction
por: Tan, Hai Siong, et al.
Publicado: (2024)
por: Tan, Hai Siong, et al.
Publicado: (2024)
Advancing fNIRS Neuroimaging through Synthetic Data Generation and Machine Learning Applications
por: Waks, Eitan
Publicado: (2024)
por: Waks, Eitan
Publicado: (2024)
A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck
por: Raggio, Ciro Benito, et al.
Publicado: (2025)
por: Raggio, Ciro Benito, et al.
Publicado: (2025)
Prediction of Local Failure after Stereotactic Radiotherapy in Melanoma Brain Metastases Using Ensemble Learning on Clinical, Dosimetric, and Radiomic Data
por: Hartong, Nanna E., et al.
Publicado: (2024)
por: Hartong, Nanna E., et al.
Publicado: (2024)
Multi-Task Learning for Integrated Automated Contouring and Voxel-Based Dose Prediction in Radiotherapy
por: Kim, Sangwook, et al.
Publicado: (2024)
por: Kim, Sangwook, et al.
Publicado: (2024)
Multi-Parameter Molecular MRI Quantification using Physics-Informed Self-Supervised Learning
por: Finkelstein, Alex, et al.
Publicado: (2024)
por: Finkelstein, Alex, et al.
Publicado: (2024)
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data
por: Haidar, Ali, et al.
Publicado: (2024)
por: Haidar, Ali, et al.
Publicado: (2024)
A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture
por: Shaik, Anjum, et al.
Publicado: (2024)
por: Shaik, Anjum, et al.
Publicado: (2024)
Radionuclide Production for Dose Verification in VHEE FLASH Radiotherapy
por: Urso, Francesco, et al.
Publicado: (2025)
por: Urso, Francesco, et al.
Publicado: (2025)
Untargeted analysis of volatile markers of post-exercise fat oxidation in exhaled breath
por: Homeyer, André, et al.
Publicado: (2026)
por: Homeyer, André, et al.
Publicado: (2026)
Data-driven Synthesis of Magnetic Resonance Spectroscopy Data using a Variational Autoencoder
por: van de Sande, Dennis M. J., et al.
Publicado: (2026)
por: van de Sande, Dennis M. J., et al.
Publicado: (2026)
An Advanced Two-Stage Model with High Sensitivity and Generalizability for Prediction of Hip Fracture Risk Using Multiple Datasets
por: Sun, Shuo, et al.
Publicado: (2025)
por: Sun, Shuo, et al.
Publicado: (2025)
Solving Blind Inverse Problems: Adaptive Diffusion Models for Motion-corrected Sparse-view 4DCT
por: De Paepe, Antoine, et al.
Publicado: (2025)
por: De Paepe, Antoine, et al.
Publicado: (2025)
Direct3γ: A Pipeline for Direct Three-gamma PET Image Reconstruction
por: Mellak, Youness, et al.
Publicado: (2024)
por: Mellak, Youness, et al.
Publicado: (2024)
Robust Semi-Supervised CT Radiomics for Lung Cancer Prognosis: Cost-Effective Learning with Limited Labels and SHAP Interpretation
por: Salmanpour, Mohammad R., et al.
Publicado: (2025)
por: Salmanpour, Mohammad R., et al.
Publicado: (2025)
SHDB-AF: a Japanese Holter ECG database of atrial fibrillation
por: Tsutsui, Kenta, et al.
Publicado: (2024)
por: Tsutsui, Kenta, et al.
Publicado: (2024)
Cross-View Attention Fusion Net: A Prior-Guided Dual-View Representation Learning for Cardiac Output Estimation from Short-Term PPG Signals
por: Zhang, Yaowen, et al.
Publicado: (2026)
por: Zhang, Yaowen, et al.
Publicado: (2026)
Joint Reconstruction of the Activity and the Attenuation in PET by Diffusion Posterior Sampling: a Feasibility Study
por: Phung-Ngoc, Clémentine, et al.
Publicado: (2024)
por: Phung-Ngoc, Clémentine, et al.
Publicado: (2024)
Data-Driven Predictive Modeling of Microfluidic Cancer Cell Separation Using a Deterministic Lateral Displacement Device
por: Chen, Elizabeth, et al.
Publicado: (2025)
por: Chen, Elizabeth, et al.
Publicado: (2025)
Automatic Treatment Planning using Reinforcement Learning for High-dose-rate Prostate Brachytherapy
por: Wang, Tonghe, et al.
Publicado: (2025)
por: Wang, Tonghe, et al.
Publicado: (2025)
Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy
por: Madondo, Malvern, et al.
Publicado: (2025)
por: Madondo, Malvern, et al.
Publicado: (2025)
Dual-Input Dynamic Convolution for Positron Range Correction in PET Image Reconstruction
por: Mellak, Youness, et al.
Publicado: (2025)
por: Mellak, Youness, et al.
Publicado: (2025)
Adaptive Diffusion Models for Sparse-View Motion-Corrected Head Cone-beam CT
por: De Paepe, Antoine, et al.
Publicado: (2025)
por: De Paepe, Antoine, et al.
Publicado: (2025)
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations
por: Kuppens, Daan, et al.
Publicado: (2024)
por: Kuppens, Daan, et al.
Publicado: (2024)
Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning
por: Moradi, Mohammadamin, et al.
Publicado: (2025)
por: Moradi, Mohammadamin, et al.
Publicado: (2025)
Imaging-Derived Coronary Fractional Flow Reserve: Advances in Physics-Based, Machine Learning, and Physics-Informed Methods
por: Zhu, Tanxin, et al.
Publicado: (2026)
por: Zhu, Tanxin, et al.
Publicado: (2026)
Large-scale automatic carbon ion treatment planning for head and neck cancers via parallel multi-agent reinforcement learning
por: Zhang, Jueye, et al.
Publicado: (2025)
por: Zhang, Jueye, et al.
Publicado: (2025)
Deep Learning reconstruction with uncertainty estimation for $γ$ photon interaction in fast scintillator detectors
por: Daniel, Geoffrey, et al.
Publicado: (2023)
por: Daniel, Geoffrey, et al.
Publicado: (2023)
Prior Frequency Guided Diffusion Model for Limited Angle (LA)-CBCT Reconstruction
por: Xie, Jiacheng, et al.
Publicado: (2024)
por: Xie, Jiacheng, et al.
Publicado: (2024)
PMB-NN: Physiology-Centred Hybrid AI for Personalized Hemodynamic Monitoring from Photoplethysmography
por: Zhang, Yaowen, et al.
Publicado: (2025)
por: Zhang, Yaowen, et al.
Publicado: (2025)
Physiological-model-based neural network for modeling the metabolic-heart rate relationship during physical activities
por: Zhang, Yaowen, et al.
Publicado: (2025)
por: Zhang, Yaowen, et al.
Publicado: (2025)
Spatiotemporal Gaussian representation-based dynamic reconstruction and motion estimation framework for time-resolved volumetric MR imaging (DREME-GSMR)
por: Xie, Jiacheng, et al.
Publicado: (2026)
por: Xie, Jiacheng, et al.
Publicado: (2026)
Learning-Based Estimation of Spatially Resolved Scatter Radiation Fields in Interventional Radiology
por: Lehner, Felix, et al.
Publicado: (2025)
por: Lehner, Felix, et al.
Publicado: (2025)
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation
por: Scarponi, Valentina, et al.
Publicado: (2024)
por: Scarponi, Valentina, et al.
Publicado: (2024)
Ejemplares similares
-
Deep Learning-Based Beamlet Model for Generic X-Ray Beam Dose Calculation
por: Rousselot, Maxime, et al.
Publicado: (2024) -
A Review on Low-Dose Emission Tomography Post-Reconstruction Denoising with Neural Network Approaches
por: Bousse, Alexandre, et al.
Publicado: (2023) -
Evaluation of Deep Learning-based Scatter Correction on a Long-axial Field-of-view PET scanner
por: Laurent, Baptiste, et al.
Publicado: (2025) -
Fast-Track of F-18 Positron paths simulations using GANs
por: Mellak, Youness, et al.
Publicado: (2024) -
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics
por: Melodia, Luciano
Publicado: (2018)