Cover Image

Improving image quality of sparse-view lung tumor CT images with U-Net

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ries, Annika, Dorosti, Tina, Thalhammer, Johannes, Sasse, Daniel, Sauter, Andreas, Meurer, Felix, Benne, Ashley, Lasser, Tobias, Pfeiffer, Franz, Schaff, Florian, Pfeiffer, Daniela
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Medical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction
by: Thalhammer, Johannes, et al.
Published: (2023)

Beam Geometry and Input Dimensionality: Impact on Sparse-Sampling Artifact Correction for Clinical CT with U-Nets
by: Dorosti, Tina, et al.
Published: (2025)

Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework
by: Thalhammer, Johannes, et al.
Published: (2026)

Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging
by: Dorosti, Tina, et al.
Published: (2023)

Uncertainty-guided Generation of Dark-field Radiographs
by: Felsner, Lina, et al.
Published: (2026)

Streak artefact removal in x‐ray dark‐field computed tomography using a convolutional neural network
by: Tom Kumschier, et al.
Published: (2024)

Neighbor2Inverse: Self-Supervised Denoising for Low-Dose Region-of-Interest Phase Contrast CT
by: Thalhammer, Johannes B., et al.
Published: (2026)

Estimating Total Lung Volume from Pixel-level Thickness Maps of Chest Radiographs Using Deep Learning
by: Dorosti, Tina, et al.
Published: (2021)

X-ray dark-field imaging from intensity flow: A Fokker-Planck approach to grating interferometry
by: Alloo, Samantha J., et al.
Published: (2026)

Deformable image registration of dark‐field chest radiographs for functional lung assessment
by: Fabian Drexel, et al.
Published: (2025)

Beam Hardening Correction in Clinical X-ray Dark-Field Chest Radiography using Deep Learning-Based Bone Segmentation
by: Kaster, Lennard, et al.
Published: (2025)

Beam‐hardening correction in clinical x‐ray dark‐field chest radiography using deep‐learning‐based bone segmentation
by: Lennard Kaster, et al.
Published: (2026)

Deep Guess acceleration for explainable image reconstruction in sparse-view CT
by: Piccolomini, Elena Loli, et al.
Published: (2024)

La poesía : hacia la comprensión de lo poético / por Johannes Pfeiffer ; traducción de Margit Frenk Alatorre
by: Pfeiffer, Johannes
Published: (1959)

Crank-Nicolson BGK Integrator for Multi-Scale Particle-Based Kinetic Simulations
by: Pfeiffer, Marcel, et al.
Published: (2024)

Cellwise robust and sparse principal component analysis
by: Pfeiffer, Pia, et al.
Published: (2024)

An unsupervised sparse‐view CT reconstruction framework using combination of iterative deep image prior and ADMM
by: Jiahao Chang, et al.
Published: (2025)

Sparsity-based background removal for STORM super-resolution images
by: Valera, Patris, et al.
Published: (2024)

Implementation of Asymptotic Preserving Discrete Velocity Methods into the Simulation Code PICLas
by: Garmirian, Félix, et al.
Published: (2023)

Simultaneous Training of First- and Second-Order Optimizers in Population-Based Reinforcement Learning
by: Pfeiffer, Felix, et al.
Published: (2024)

Sparse2Inverse: Self-supervised inversion of sparse-view CT data
by: Gruber, Nadja, et al.
Published: (2024)

Self-supervised learning improves robustness of deep learning lung tumor segmentation to CT imaging differences
by: Jiang, Jue, et al.
Published: (2024)

SPASHT: An image-enhancement method for sparse-view MPI SPECT
by: Yang, Zezhang, et al.
Published: (2025)

Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers
by: Leemann, Tobias, et al.
Published: (2024)

Self‐supervised learning improves robustness of deep learning lung tumor segmentation models to CT imaging differences
by: Jue Jiang, et al.
Published: (2024)

Framework for lung CT image segmentation based on UNet++
by: Ziang, Hao, et al.
Published: (2025)

Towards reconstructing experimental sparse-view X-ray CT data with diffusion models
by: Thomsen, Nelas J., et al.
Published: (2026)

Callimorpha dominula (L.): scarlet tiger in south Cumbria
by: Pfeiffer, Richard
Published: (1980)

Digitalisierung als Distributivkraft
by: Pfeiffer, Sabine
Published: (2021)

Digital Capitalism and Distributive Forces; Digitalisierung als Distributivkraft. Über das Neue am digitalen Kapitalismus
by: Pfeiffer, Sabine
Published: (2022)

Vertragliche Rechtsfolge der «Verwendung missbräuchlicher Geschäftsbedingungen»
by: Pfeiffer, Reto
Published: (2021)

Creatividad y contemplación : San Ignacio y el arte de Andrea Pozzo / Heinrich Pfeiffer, S. J
by: Pfeiffer, Heinrich

Dramaturgia y contemplación : Los jesuitas y los orígenes del teatro barroco en Europa / Heinrich Pfeiffer
by: Pfeiffer, Heinrich

Dual Hierarchical Least-Squares Programming with Equality Constraints
by: Pfeiffer, Kai
Published: (2025)

Grenzüberschreitende Identitäten im badischen Oberrheingebiet: Unterschiede in der Konstruktion sprachlicher und regionaler Verbundenheit mit dem Elsass
by: Martin Pfeiffer
Published: (2019)

Achieving a Standard of Reading Excellence in Kansas
by: Cindy Pfeiffer
Published: (2011)

Turnaround mit 360‐Grad‐Perspektive
by: Reinhard Pfeiffer
Published: (2024)

Violência contra crianças e adolescentes - proposta de classificação dos níveis de gravidade
by: Luci Pfeiffer
Published: (2011)

La vera opera? Internationale wissenschaftliche Tagung „Bearbeitungspraxis in der Oper des späten 18. Jahrhunderts“, Würzburg 18.-20. Februar 2005
by: Roland Pfeiffer
Published: (2005)

Alemannische Dialektologie – Forschungsstand und Perspektiven
by: Martin Pfeiffer
Published: (2019)