Hybrid Physics-Driven Deep Learning for Enhanced Ultrasound Image Quality and Speckle Noise Suppression

Ultrasonic Imaging · Published 2026-06-23 · DOI 10.1177/01617346261452679

Authors (4)

Taher Slimi, Nahla Majdoub Bhiri, Hajer Chtioui, Anouar Ben Khalifa

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Slimi, T., Bhiri, N., Chtioui, H., et al. (2026). Hybrid Physics-Driven Deep Learning for Enhanced Ultrasound Image Quality and Speckle Noise Suppression. Ultrasonic Imaging. https://doi.org/10.1177/01617346261452679

Related articles

• Anisotropic Viscoelastic Characterization of In Vitro Muscle During Passive Stretching · Ultrasonic Imaging · 2026 · Same journal
• In vivo Multi-perspective 3D + t Ultrasound Imaging and Motion Estimation of Abdominal Aortic Aneurysms · Ultrasonic Imaging · 2024 · Same journal
• Fourier Beamforming of Ultrasound Signals From Chirp Transmits Using the Chirp Scaling Algorithm · Ultrasonic Imaging · 2026 · Same journal
• Application of Super-Resolution Ultrasound Contrast Imaging in Differentiating Benign From Malignant Breast Tumors · Ultrasonic Imaging · 2026 · Same journal
• Regularized Joint Estimator of the Nonlinearity Parameter and Attenuation Coefficient Using a Nonlinear Least-Squares Algorithm · Ultrasonic Imaging · 2025 · Same journal
• DAUS-Net: Toward Ultrasound Scanner-Agnostic Domain Generalized Robust and Accurate Segmentation · Ultrasonic Imaging · 2025 · Same journal
• A Nomogram for Predicting Benign and Malignant Skin Tumors Using Multimodal Ultrasound · Ultrasonic Imaging · 2025 · Same journal
• Deep Learning Based on Ultrasound Images Differentiates Parotid Gland Pleomorphic Adenomas and Warthin Tumors · Ultrasonic Imaging · 2025 · Same journal
• Ultrasound Phase Aberrated Point Spread Function Estimation with Convolutional Neural Network: Simulation Study · Ultrasonic Imaging · 2025 · Same journal
• RFDNet: Robust Frequency-Based Denoising Network for 3D Ultrasound Vascular Imaging Using a Row-Column Addressed Array · Ultrasonic Imaging · 2025 · Same journal