Cover Image

Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Ziyang, Li, Bingyan, Ma, Chen, Liu, Tianyi, Zhai, Yihui, Xu, Hong, Guo, Yi, Li, Zeju, Wang, Yuanyuan
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TinyUSFM: Towards Compact and Efficient Ultrasound Foundation Models
by: Ma, Chen, et al.
Published: (2025)

USFM: A Universal Ultrasound Foundation Model Generalized to Tasks and Organs towards Label Efficient Image Analysis
by: Jiao, Jing, et al.
Published: (2023)

Unified Ultrasound Intelligence Toward an End-to-End Agentic System
by: Ma, Chen, et al.
Published: (2026)

Understanding Task Aggregation for Generalizable Ultrasound Foundation Models
by: Wang, Fangyijie, et al.
Published: (2026)

Robotic CBCT Meets Robotic Ultrasound
by: Li, Feng, et al.
Published: (2025)

Ultrasound-QBench: Can LLMs Aid in Quality Assessment of Ultrasound Imaging?
by: Miao, Hongyi, et al.
Published: (2025)

Dual Agreement Consistency Learning with Foundation Models for Semi-Supervised Fetal Heart Ultrasound Segmentation and Diagnosis
by: Wang, Fangyijie, et al.
Published: (2026)

Leveraging Information Divergence for Robust Semi-Supervised Fetal Ultrasound Image Segmentation
by: Wang, Fangyijie, et al.
Published: (2025)

Learned Correction Methods for Ultrasound Computed Tomography Imaging Using Simplified Physics Models
by: Lozenski, Luke, et al.
Published: (2025)

Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound
by: Mykula, Hanna, et al.
Published: (2024)

GADA: Graph Attention-based Detection Aggregation for Ultrasound Video Classification
by: Chen, Li, et al.
Published: (2025)

Morphological Reconstruction Improves Microvessel Mapping in Super-Resolution Ultrasound
by: Schoen Jr, Scott, et al.
Published: (2020)

Morphological-consistent Diffusion Network for Ultrasound Coronal Image Enhancement
by: Zhou, Yihao, et al.
Published: (2024)

Volumetric Ultrasound via 3D Null Subtraction Imaging with Circular and Spiral Apertures
by: Dai, Bingze, et al.
Published: (2025)

Enabling Augmented Segmentation and Registration in Ultrasound-Guided Spinal Surgery via Realistic Ultrasound Synthesis from Diagnostic CT Volume
by: Li, Ang, et al.
Published: (2023)

Task-Based Adaptive Transmit Beamforming for Efficient Ultrasound Quantification
by: Nolan, Oisín, et al.
Published: (2026)

Diagnostic Impact of Cine Clips for Thyroid Nodule Assessment on Ultrasound
by: Yang, Jichen, et al.
Published: (2026)

Deep Learning for Super-resolution Ultrasound Imaging with Spatiotemporal Data
by: Redfern, Arthur David, et al.
Published: (2024)

Reconstructing 3D Neural Hemodynamics using Sparse Ultrasound Localization Microscopy Data
by: Yan, Jipeng, et al.
Published: (2026)

The Art of the Steal: Purloining Deep Learning Models Developed for an Ultrasound Scanner to a Competitor Machine
by: Soylu, Ufuk, et al.
Published: (2024)

Observer-Usable Information as a Task-specific Image Quality Metric
by: Lu, Changjie, et al.
Published: (2025)

Investigating the Use of Traveltime and Reflection Tomography for Deep Learning-Based Sound-Speed Estimation in Ultrasound Computed Tomography
by: Jeong, Gangwon, et al.
Published: (2023)

Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images In Underrepresented African Populations
by: Wang, Fangyijie, et al.
Published: (2024)

Contrast-Free Ultrasound Microvascular Imaging via Radiality and Similarity Weighting
by: Yin, Jingyi, et al.
Published: (2025)

Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging
by: Amar, Ariel, et al.
Published: (2025)

Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications
by: Ezzelarab, Maha, et al.
Published: (2025)

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
by: Tivnan, Matthew, et al.
Published: (2024)

Optimizing In Vivo Data Acquisition for Robust Clinical Microvascular Imaging Using Ultrasound Localization Microscopy
by: Huang, Chengwu, et al.
Published: (2024)

Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops
by: Harmanani, Mohamed, et al.
Published: (2025)

DEMIX: Dual-Encoder Latent Masking Framework for Mixed Noise Reduction in Ultrasound Imaging
by: Guha, Soumee, et al.
Published: (2026)

Neural Implicit Surface Reconstruction of Freehand 3D Ultrasound Volume with Geometric Constraints
by: Chen, Hongbo, et al.
Published: (2024)

A Multimodal Approach for Fluid Overload Prediction: Integrating Lung Ultrasound and Clinical Data
by: Yang, Tianqi, et al.
Published: (2024)

USEANet: Ultrasound-Specific Edge-Aware Multi-Branch Network for Lightweight Medical Image Segmentation
by: Gao, Jingyi, et al.
Published: (2025)

Benchmarking Ultrasound Foundation Models for Fetal Plane Classification
by: Barrientos, Leya, et al.
Published: (2026)

From Pretraining to Privacy: Federated Ultrasound Foundation Model with Self-Supervised Learning
by: Jiang, Yuncheng, et al.
Published: (2024)

Encoder-Quantization-Motion-based Video Quality Metrics
by: Chen, Yixu, et al.
Published: (2024)

Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model
by: Zhou, Yingjie, et al.
Published: (2025)

Towards Transcranial 3D Ultrasound Localization Microscopy of the Nonhuman Primate Brain
by: Xing, Paul, et al.
Published: (2024)

Do High-Performance Image-to-Image Translation Networks Enable the Discovery of Radiomic Features? Application to MRI Synthesis from Ultrasound in Prostate Cancer
by: Salmanpour, Mohammad R., et al.
Published: (2024)

Wireless vs. Traditional Ultrasound Assessed Knee Cartilage Outcomes Utilizing Automated Gain and Normalization Techniques
by: Parmar, Arjun, et al.
Published: (2024)