A Deep Risk Estimator for Known Operator Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Maier, Andreas, Hasan, Md, Conrad, Paulina, Perez-Toro, Paula Andrea |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
SIREM: Speech-Informed MRI Reconstruction with Learned Sampling
por: Hasan, Md, et al.
Publicado: (2026)
por: Hasan, Md, et al.
Publicado: (2026)
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
por: Costa, Paloma Casteleiro, et al.
Publicado: (2025)
por: Costa, Paloma Casteleiro, et al.
Publicado: (2025)
List-Mode PET Image Reconstruction Using Deep Image Prior
por: Ote, Kibo, et al.
Publicado: (2022)
por: Ote, Kibo, et al.
Publicado: (2022)
Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment
por: Zhang, Yijie, et al.
Publicado: (2025)
por: Zhang, Yijie, et al.
Publicado: (2025)
Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model
por: Hashimoto, Fumio, et al.
Publicado: (2021)
por: Hashimoto, Fumio, et al.
Publicado: (2021)
Self-Supervised Pre-Training for Deep Image Prior-Based Robust PET Image Denoising
por: Onishi, Yuya, et al.
Publicado: (2023)
por: Onishi, Yuya, et al.
Publicado: (2023)
Deep Learning-based Detection of Bacterial Swarm Motion Using a Single Image
por: Li, Yuzhu, et al.
Publicado: (2024)
por: Li, Yuzhu, 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)
Benchmarking Deep Learning-Based Reconstruction Methods for Photoacoustic Computed Tomography with Clinically Relevant Synthetic Datasets
por: Chen, Panpan, et al.
Publicado: (2026)
por: Chen, Panpan, et al.
Publicado: (2026)
Multimodal Neural Operators for Real-Time Biomechanical Modelling of Traumatic Brain Injury
por: Agarwal, Anusha, et al.
Publicado: (2025)
por: Agarwal, Anusha, et al.
Publicado: (2025)
sFRC for assessing hallucinations in medical image restoration
por: Kc, Prabhat, et al.
Publicado: (2026)
por: Kc, Prabhat, et al.
Publicado: (2026)
Automated HER2 scoring with uncertainty quantification using lensfree holography and deep learning
por: Shen, Che-Yung, et al.
Publicado: (2026)
por: Shen, Che-Yung, et al.
Publicado: (2026)
Quantitative mapping from conventional MRI using self-supervised physics-guided deep learning: applications to a large-scale, clinically heterogeneous dataset
por: van Lune, Jelmer, et al.
Publicado: (2026)
por: van Lune, Jelmer, et al.
Publicado: (2026)
MRI2Qmap: multi-parametric quantitative mapping with MRI-driven denoising priors
por: Golbabaee, Mohammad, et al.
Publicado: (2026)
por: Golbabaee, Mohammad, et al.
Publicado: (2026)
Label-free evaluation of lung and heart transplant biopsies using tissue autofluorescence-based virtual staining
por: Li, Yuzhu, et al.
Publicado: (2024)
por: Li, Yuzhu, et al.
Publicado: (2024)
Toward a robust lesion detection model in breast DCE-MRI: adapting foundation models to high-risk women
por: Nascimento, Gabriel A. B. do, et al.
Publicado: (2025)
por: Nascimento, Gabriel A. B. do, et al.
Publicado: (2025)
Universal and Transferable Attacks on Pathology Foundation Models
por: Wang, Yuntian, et al.
Publicado: (2025)
por: Wang, Yuntian, et al.
Publicado: (2025)
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling
por: Webber, George, et al.
Publicado: (2024)
por: Webber, George, et al.
Publicado: (2024)
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited Data
por: Shen, Guoyao, et al.
Publicado: (2023)
por: Shen, Guoyao, et al.
Publicado: (2023)
High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models
por: Yoon, Siyeop, et al.
Publicado: (2024)
por: Yoon, Siyeop, et al.
Publicado: (2024)
Autonomous labeling of surgical resection margins using a foundation model
por: Yang, Xilin, et al.
Publicado: (2025)
por: Yang, Xilin, et al.
Publicado: (2025)
ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection
por: Hashimoto, Fumio, et al.
Publicado: (2023)
por: Hashimoto, Fumio, et al.
Publicado: (2023)
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry
por: Farahmand, Mohammad, et al.
Publicado: (2025)
por: Farahmand, Mohammad, et al.
Publicado: (2025)
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows
por: Du, Pan, et al.
Publicado: (2025)
por: Du, Pan, et al.
Publicado: (2025)
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
por: Webber, George, et al.
Publicado: (2025)
por: Webber, George, et al.
Publicado: (2025)
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models
por: Ozaki, Sho, et al.
Publicado: (2024)
por: Ozaki, Sho, et al.
Publicado: (2024)
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction
por: Webber, George, et al.
Publicado: (2024)
por: Webber, George, et al.
Publicado: (2024)
Steerable Conditional Diffusion for Domain Adaptation in PET Image Reconstruction
por: Webber, George, et al.
Publicado: (2025)
por: Webber, George, et al.
Publicado: (2025)
NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps
por: Zimmermann, Felix Frederik, et al.
Publicado: (2023)
por: Zimmermann, Felix Frederik, et al.
Publicado: (2023)
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework
por: Chen, Zhifeng, et al.
Publicado: (2024)
por: Chen, Zhifeng, et al.
Publicado: (2024)
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation
por: Tan, Hai Siong, et al.
Publicado: (2024)
por: Tan, Hai Siong, et al.
Publicado: (2024)
A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathology Images
por: Zhang, Chulong, et al.
Publicado: (2022)
por: Zhang, Chulong, et al.
Publicado: (2022)
Training-Free Defense Against Adversarial Attacks in Deep Learning MRI Reconstruction
por: Saberi, Mahdi, et al.
Publicado: (2025)
por: Saberi, Mahdi, et al.
Publicado: (2025)
Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning
por: Eichhorn, Hannah, et al.
Publicado: (2025)
por: Eichhorn, Hannah, et al.
Publicado: (2025)
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling
por: Selcuk, Sahan Yoruc, et al.
Publicado: (2024)
por: Selcuk, Sahan Yoruc, et al.
Publicado: (2024)
PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction
por: Zimmermann, Felix F, et al.
Publicado: (2023)
por: Zimmermann, Felix F, et al.
Publicado: (2023)
MosaicMRI: A Diverse Dataset and Benchmark for Raw Musculoskeletal MRI
por: Arguello, Paula, et al.
Publicado: (2026)
por: Arguello, Paula, et al.
Publicado: (2026)
Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis
por: Yalcinkaya, Dilek M., et al.
Publicado: (2024)
por: Yalcinkaya, Dilek M., et al.
Publicado: (2024)
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry
por: Zhang, Yijie, et al.
Publicado: (2024)
por: Zhang, Yijie, et al.
Publicado: (2024)
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices
por: Jodoin, Pierre-Marc, et al.
Publicado: (2025)
por: Jodoin, Pierre-Marc, et al.
Publicado: (2025)
Ejemplares similares
-
SIREM: Speech-Informed MRI Reconstruction with Learned Sampling
por: Hasan, Md, et al.
Publicado: (2026) -
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
por: Costa, Paloma Casteleiro, et al.
Publicado: (2025) -
List-Mode PET Image Reconstruction Using Deep Image Prior
por: Ote, Kibo, et al.
Publicado: (2022) -
Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment
por: Zhang, Yijie, et al.
Publicado: (2025) -
Direct PET Image Reconstruction Incorporating Deep Image Prior and a Forward Projection Model
por: Hashimoto, Fumio, et al.
Publicado: (2021)