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Main Authors:	Lyu, Shoukun, Sun, Haohan, Nie, Shibo, Xie, Weiya, Gu, Ying, Wu, Shiying, Gao, Ya, Cheng, Qian
Format:	Preprint
Published:	2026
Subjects:	Medical Physics
Online Access:	https://arxiv.org/abs/2605.21017
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A Physics-Constrained Learning Framework for Wave Propagation in Complex Poroelastic Multilayered Media
by: Gao, Ya, et al.
Published: (2026)

Automatic quality assessment of knee radiographs using knowledge graphs and convolutional neural networks
by: Qian Wang, et al.
Published: (2024)

A Fourier finite volume approach for the optical inverse problem of quantitative photoacoustic tomography
by: Chappell, David J.
Published: (2025)

Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry
by: Gröhl, Janek, et al.
Published: (2024)

Influence of bone microstructure on ultrasound loss through skull-mimicking digital phantoms
by: Clinard, Samuel, et al.
Published: (2025)

Influence of bone microstructure on ultrasound loss through skull‐mimicking digital phantoms
by: Samuel Clinard, et al.
Published: (2025)

A physics‐driven neural network with parameter embedding for generating quantitative MR maps from weighted images
by: Lingjing Chen, et al.
Published: (2026)

Decoding Gray Matter: large-scale analysis of brain cell morphometry to inform microstructural modeling of diffusion MR signals
by: Aird-Rossiter, Charlie, et al.
Published: (2025)

Pulsed laser diode excitation for transcranial photoacoustic imaging
by: Cherkashin, Maxim N., et al.
Published: (2025)

Digital twins enable full-reference quality assessment of photoacoustic image reconstructions
by: Gröhl, Janek, et al.
Published: (2025)

Efficient labeling for fine‐tuning chest X‐ray bone‐suppression networks for pediatric patients
by: Weijie Xie, et al.
Published: (2024)

Functional photoacoustic noninvasive Doppler angiography in humans
by: Zhang, Yang, et al.
Published: (2024)

Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI data
by: Kerkelä, Leevi, et al.
Published: (2022)

Generalizability of convolutional neural network‐based model observer in breast tomosynthesis across volume glandular fractions and signal sizes
by: Hanjoo Jang, et al.
Published: (2025)

3D printed human skull phantoms for transcranial photoacoustic imaging
by: Linde, Hannah, et al.
Published: (2025)

All-optical photoacoustic tomography via beam deflection
by: Yan, Xingchi, et al.
Published: (2026)

Enhancing gamma‐ray detection: Processing grooved microstructures on LYSO crystal with femtosecond laser
by: Xi Zhang, et al.
Published: (2025)

De-aberration for transcranial photoacoustic computed tomography through an adult human skull
by: Aborahama, Yousuf, et al.
Published: (2024)

Physics‐informed model‐based generative neural network for synthesizing scanner‐ and algorithm‐specific low‐dose CT exams
by: Hao Gong, et al.
Published: (2025)

Rotational ultrasound and photoacoustic tomography of the human body
by: Zhang, Yang, et al.
Published: (2025)

A review on machine learning for arterial extraction and quantitative assessment on invasive coronary angiograms
by: Baral, Pukar, et al.
Published: (2024)

A comprehensive study on the characterization of lyzed blood samples using dual-wavelength photoacoustics
by: Paul, Subhadip, et al.
Published: (2025)

Sinogram‐characteristic‐informed network for efficient restoration of low‐dose SPECT projection data
by: Ruifan Wu, et al.
Published: (2024)

Reconstructing initial pressure and speed of sound distributions simultaneously in photoacoustic tomography
by: Suhonen, Miika, et al.
Published: (2025)

Stochastic numerical head phantoms to enable virtual imaging studies of transcranial photoacoustic computed tomography
by: Huang, Hsuan-Kai, et al.
Published: (2025)

Fine-tuning physics-informed neural networks for cavity flows using coordinate transformation
by: Takao, Ryuta, et al.
Published: (2025)

High‐level feature‐guided attention optimized neural network for neonatal lateral ventricular dilatation prediction
by: Yulin Peng, et al.
Published: (2024)

Single-exposure x-ray dark-field imaging: quantifying sample microstructure using a single-grid setup
by: How, Ying Ying, et al.
Published: (2022)

Sulfate phantoms to mimic NIR photoacoustic response of whole blood at selected oxygen saturations
by: Davenet, Léa, et al.
Published: (2025)

Dual‐way magnetic resonance image translation with transformer‐based adversarial network
by: Wenxin Li, et al.
Published: (2025)

VIGA (VIrtual GAster): An integrated analysis platform for quantitative assessments of gastric geometry and motility using MRI
by: Donghua Liao, et al.
Published: (2026)

Deep learning versus $\ell^1$-minimization for compressed sensing photoacoustic tomography
by: Antholzer, Stephan, et al.
Published: (2019)

Quantitative susceptibility mapping via deep neural networks with iterative reverse concatenations and recurrent modules
by: Min Li, et al.
Published: (2025)

A reconstruction algorithm of electrical impedance tomography based on one-dimensional convolutional neural network
by: Song, Zhenzhong, et al.
Published: (2025)

Cross-sectional imaging of speed-of-sound distribution using photoacoustic reversal beacons
by: Wang, Yang, et al.
Published: (2024)

FNIRS based study of brain network characteristics in children with cerebral palsy during bilateral lower limb movement
by: Ping Xie, et al.
Published: (2024)

Automatic joint inflammation estimation based on regression neural networks
by: Yanli Li, et al.
Published: (2025)

Physiological-model-based neural network for modeling the metabolic-heart rate relationship during physical activities
by: Zhang, Yaowen, et al.
Published: (2025)

Video-rate dual-modal forward-viewing photoacoustic and fluorescence endo-microscopy through a multimode fibre
by: Zhao, Tianrui, et al.
Published: (2021)

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