Cover Image

Toward Actionable Digital Twins for Radiation-Based Imaging and Therapy: Mathematical Formulation, Modular Workflow, and an OpenKBP-Based Dose-Surrogate Prototype

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Hsin-Hsiung, Soykan, Bulent
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Applications Computation
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A reproducible pipeline for extracting representative signals from wire cuts
by: Lin, Yuhang, et al.
Published: (2024)

Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI
by: Consagra, William, et al.
Published: (2023)

Optimal Transport Based Hyperspectral Unmixing for Highly Mixed Observations
by: Doutsas, D., et al.
Published: (2025)

Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement
by: Hoyer, Gabrielle, et al.
Published: (2025)

A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI
by: Consagra, William, et al.
Published: (2024)

Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments
by: Wang, Kuancheng, et al.
Published: (2023)

Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins
by: Shen, Yiqing, et al.
Published: (2025)

Using Wavelet Domain Fingerprints to Improve Source Camera Identification
by: Tian, Xinle, et al.
Published: (2025)

Evaluating Deep Learning-based Melanoma Classification using Immunohistochemistry and Routine Histology: A Three Center Study
by: Wies, Christoph, et al.
Published: (2023)

Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study
by: Heinlein, Lukas, et al.
Published: (2024)

Risk-Sensitive Conformal Prediction for Catheter Placement Detection in Chest X-rays
by: Hui, Long
Published: (2025)

Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward
by: Tuia, Devis, et al.
Published: (2023)

Distributed U-net model and Image Segmentation for Lung Cancer Detection
by: Hu, Tianzuo
Published: (2025)

Shared-kernel Wavelet Neural Networks for Poisson Image Reconstruction
by: Gong, Yuanhao, et al.
Published: (2026)

The Area Signal-to-Noise Ratio: A Robust Alternative to Peak-Based SNR in Spectroscopic Analysis
by: Yu, Alex, et al.
Published: (2025)

Frequency selection for the diagnostic characterization of human brain tumours
by: Arizmendi, Carlos, et al.
Published: (2025)

Range conditions on distributions and their possible application to geometric calibration in 2D parallel and fan-beam geometries
by: Konik, Anastasia, et al.
Published: (2025)

SELIC: Semantic-Enhanced Learned Image Compression via High-Level Textual Guidance
by: Fu, Haisheng, et al.
Published: (2025)

Bayesian multi-exposure image fusion for robust high dynamic range ptychography
by: Kodgirwar, Shantanu, et al.
Published: (2024)

Going beyond explainability in multi-modal stroke outcome prediction models
by: Brändli, Jonas, et al.
Published: (2025)

Improving and Evaluating Machine Learning Methods for Forensic Shoeprint Matching
by: Jain, Divij, et al.
Published: (2024)

COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
by: Cheung, Matt Y., et al.
Published: (2025)

SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay
by: Thorpe, Lachlan, et al.
Published: (2024)

Dynamic Survival Prediction using Longitudinal Images based on Transformer
by: Liu, Bingfan, et al.
Published: (2025)

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks
by: Prashanth, R.
Published: (2024)

Enhancing Neural Autoregressive Distribution Estimators for Image Reconstruction
by: Emmett-Iwaniw, Ambrose, et al.
Published: (2025)

Spline refinement with differentiable rendering
by: Zdyb, Frans, et al.
Published: (2025)

Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts
by: Aslani, Shahab, et al.
Published: (2026)

Rethinking Histology Slide Digitization Workflows for Low-Resource Settings
by: Zehra, Talat, et al.
Published: (2024)

Cracks in concrete
by: Barisin, Tin, et al.
Published: (2025)

Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images
by: Lei, Bowen, et al.
Published: (2024)

Investigating a Policy-Based Formulation for Endoscopic Camera Pose Recovery
by: Mangulabnan, Jan Emily, et al.
Published: (2026)

Online Reasoning Video Segmentation with Just-in-Time Digital Twins
by: Shen, Yiqing, et al.
Published: (2025)

Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification
by: Gao, Feng, et al.
Published: (2025)

DIGITWISE: Digital Twin-based Modeling of Adaptive Video Streaming Engagement
by: Artioli, Emanuele, et al.
Published: (2025)

Photogrammetry for Digital Twinning Industry 4.0 (I4) Systems
by: Alhamadah, Ahmed, et al.
Published: (2024)

Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution
by: Bhattacharya, Moinak, et al.
Published: (2025)

Utilisation of Vision Systems and Digital Twin for Maintaining Cleanliness in Public Spaces
by: Wasala, Mateusz, et al.
Published: (2024)

Probing the Limits and Capabilities of Diffusion Models for the Anatomic Editing of Digital Twins
by: Kadry, Karim, et al.
Published: (2023)

Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability
by: Jiménez-Mesa, Carmen, et al.
Published: (2021)