Cover Image

Dark-Field X-Ray Imaging Significantly Improves Deep-Learning based Detection of Synthetic Early-Stage Lung Tumors in Preclinical Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dey, Joyoni, Meyer, Hunter C., Taqi, Murtuza S.
Format:	Preprint
Published:	2025
Subjects:	Medical Physics Computer Vision and Pattern Recognition Machine Learning Image and Video Processing Optics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Analyzer-less X-ray Interferometry with Super-Resolution Methods
by: Taqi, Murtuza S., et al.
Published: (2025)

Reducing Artifacts in Grating Interferometry Using Multiple Harmonics and Phase Step Corrections
by: Meyer, Hunter C., et al.
Published: (2025)

25-Fold Resolution Enhancement of X-ray Microscopy Using Multipixel Ghost Imaging
by: Sefi, O., et al.
Published: (2024)

HDN: Hybrid Deep-Learning and Non-Line-of-Sight Reconstruction Framework for Transcranial Photoacoustic Imaging of Human Brain
by: Wan, Pengcheng, et al.
Published: (2024)

Optimization of Dark-Field CT for Lung Imaging
by: Guo, Peiyuan, et al.
Published: (2024)

X-ray dark-field via spectral propagation-based imaging
by: Ahlers, Jannis N., et al.
Published: (2023)

Ghost imaging-based Non-contact Heart Rate Detection
by: Yu, Jianming, et al.
Published: (2024)

Moiré Artifact Reduction in Grating Interferometry Using Multiple Harmonics and Total Variation Regularization
by: Meyer, Hunter C., et al.
Published: (2025)

Probabilistic volumetric speckle suppression in OCT using deep learning
by: Chintada, Bhaskara Rao, et al.
Published: (2023)

Toward ground-truth optical coherence tomography via three-dimensional unsupervised deep learning processing and data
by: Wu, Renxiong, et al.
Published: (2023)

Label-free subcellular 3D imaging of oocytes and embryos via reflection matrix microscopy
by: Giraudat, Elsa, et al.
Published: (2024)

Density-encoded line integral convolution: polarisation optical axis tractography using centroidal Voronoi tessellation
by: Tharan, Darven Murali, et al.
Published: (2025)

Time-efficient filtering of polarimetric data by checking physical realizability of experimental Mueller matrices
by: Novikova, Tatiana, et al.
Published: (2024)

A microwave super-resolution imaging approach towards breast cancer margin mapping
by: Penketh, Harry, et al.
Published: (2026)

Ptychographic lensless coherent endomicroscopy through a flexible fiber bundle
by: Weinberg, Gil, et al.
Published: (2024)

Enhancing Imaging Depth and Sensitivity in Reflectance Mode Near Infrared Optical Imaging with Scatter Reducing Agents
by: Paul, Mannu Bardhan, et al.
Published: (2026)

A Novel Differential Pathlength Factor Model for Near-Infrared Diffuse Optical Imaging
by: Niknam, Kaiser, et al.
Published: (2026)

Self-Portrait of the Focusing Process in Speckle: III. Tailoring Complex Spatio-Temporal Focusing Laws To Overcome Reverberations in Reflection Imaging
by: Giraudat, Elsa, et al.
Published: (2026)

Transport-of-Intensity Model for Single-Mask X-ray Differential Phase Contrast Imaging
by: Yuan, Jingcheng, et al.
Published: (2023)

Physics-Based Learning of the Wave Speed Landscape in Complex Media
by: Hériard-Dubreuil, Baptiste, et al.
Published: (2026)

Deformable Image Registration of Dark-Field Chest Radiographs for Local Lung Signal Change Assessment
by: Drexel, Fabian, et al.
Published: (2025)

HoToPy: A toolbox for X-ray holo-tomography in Python
by: Lucht, Jens, et al.
Published: (2025)

Deep Feature-specific Imaging
by: Lu, Yizhou, et al.
Published: (2025)

Influence of Medical Foreign Bodies on Dark-Field Chest Radiographs: First experiences
by: Kaster, Lennard, et al.
Published: (2024)

DarkSPARC: Dark-Blood Spectral Self-Calibrated Reconstruction of 3D Left Atrial LGE MRI for Post-Ablation Scar Imaging
by: Elbaz, Mohammed S. M.
Published: (2025)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning
by: Isil, Cagatay, et al.
Published: (2024)

Multi-contrast laser endoscopy for in vivo gastrointestinal imaging
by: Bobrow, Taylor L., et al.
Published: (2025)

CEST MR fingerprinting (CEST-MRF) for Brain Tumor Quantification Using EPI Readout and Deep Learning Reconstruction
by: Cohen, Ouri, et al.
Published: (2021)

Detecting Early Kidney Allograft Fibrosis with Multi-b-value Spectral Diffusion MRI
by: Liu, Mira M., et al.
Published: (2025)

Hybrid Deep Reconstruction for Vignetting-Free Upconversion Imaging through Scattering in ENZ Materials
by: Zhang, Hao, et al.
Published: (2025)

BSoNet: Deep Learning Solution for Optimizing Image Quality of Portable Backscatter Imaging Systems
by: Li, Linxuan, et al.
Published: (2026)

Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking Echocardiography
by: Lu, Jingfeng, et al.
Published: (2023)

Differentiable Forward and Back-Projector for Rigid Motion Estimation in X-ray Imaging
by: Jiang, Xiao, et al.
Published: (2025)

Waveform-Specific Performance of Deep Learning-Based Super-Resolution for Ultrasound Contrast Imaging
by: Zorgdrager, Rienk, et al.
Published: (2025)

Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024)

Fluorescence Diffraction Tomography using Explicit Neural Fields
by: He, Renzhi, et al.
Published: (2024)

Fully 3D Unrolled Magnetic Resonance Fingerprinting Reconstruction via Staged Pretraining and Implicit Gridding
by: Urman, Yonatan, et al.
Published: (2026)

Deep-learning-driven end-to-end metalens imaging
by: Seo, Joonhyuk, et al.
Published: (2023)

Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction
by: Momeni, Mohammadhossein, et al.
Published: (2024)

X-ray nano-holotomography reconstruction with simultaneous probe retrieval
by: Nikitin, Viktor, et al.
Published: (2024)