Article

Quality-preserving low-cost probabilistic 3D denoising with applications to Computed Tomography

2021-08-11

Abstract excerpt

We propose a pipeline for a synthetic generation of personalized Computer Tomography (CT) images, with a radiation exposure evaluation and a lifetime attributable risk (LAR) assessment. We perform a patient-specific performance evaluation for a broad range of denoising algorithms (including the most popular Deep Learning denoising approaches, wavelets-based methods, methods based on Mumford-Shah denoising etc.), f...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 55b04619-e13d-5dfa-9d54-7a7ab01ad171
DOI: 10.1101/2021.08.10.455778

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Quality-preserving low-cost probabilistic 3D denoising with applications to Computed TomographyDOI 10.1101/2021.08.10.455778Read

A Novel Deep Learning Model, RDB CycleGAN-CBAM for Low-Dose CT Image DenoisingSemantic proximity Read

Residual Diffusion with Adaptive Data Consistency for Sparse-View CT ReconstructionSemantic proximity Read

A NOVEL DEEP LEARNING MODEL, RDB CYCYLEGAN-CBAM FOR LOW-DOSE CT IMAGE DENOISINGSemantic proximity Read

High-fidelity fast volumetric brain MRI using synergistic wave-controlled aliasing in parallel imaging and a hybrid denoising generative adversarial networkSemantic proximity Read

A Novel Approach for Integrating Mamba and Diffusion in 3D Medical ImagingSemantic proximity Read

Efficient PCA denoising of spatially correlated MRI dataSemantic proximity Read

MedSAM-prior-guided coarse-to-fine CBCT synthesis from ZTE MRISemantic proximity Read

MFDRNet: A Self-Supervised Framework for Sparse-View XACT Image Reconstruction via Multi-View Fusion and Artifact DisentanglementSemantic proximity Read

Using deep learning methods to shorten acquisition time in children’s renal cortical imagingSemantic proximity Read

Robust deep learning estimation of cortical bone porosity from MR T1-weighted images for individualized transcranial focused ultrasound planningSemantic proximity Read

Neural Steered Mixture of Experts for Medical Image Denoising, and Super-ResolutionSemantic proximity Read

GFPP-MAE: Gradient-Guided Frequency Reconstruction and Position Predictions Advance MAE for 3D CT Image SegmentationSemantic proximity Read