B-mode ultrasound to elastography synthesis using multiscale learning

F Dai, Y Li, Y Zhu, B Li, Q Shi, Y Chen, D Ta - Ultrasonics, 2024 - Elsevier
Elastography is a promising diagnostic tool that measures the hardness of tissues, and it has
been used in clinics for detecting lesion progress, such as benign and malignant tumors …

[HTML][HTML] Diagnosis of placenta accreta spectrum using ultrasound texture feature fusion and machine learning

D Young, N Khan, SR Hobson, D Sussman - Computers in Biology and …, 2024 - Elsevier
Introduction Placenta accreta spectrum (PAS) is an obstetric disorder arising from the
abnormal adherence of the placenta to the uterine wall, often leading to life-threatening …

Advancing Acoustic Droplet Vaporization for Tissue Characterization Using Quantitative Ultrasound and Transfer Learning

A Kaushik, ML Fabiilli, DD Myers… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
Acoustic droplet vaporization (ADV) is an emerging technique with expanding applications
in biomedical ultrasound. ADV-generated bubbles can function as microscale probes that …

An unsupervised automatic texture classification method for ultrasound images of thyroid nodules

C Lu, Z Fu, J Fei, R **e, C Lu - Physics in Medicine & Biology, 2025 - iopscience.iop.org
Objective. Ultrasound is the predominant modality in medical practice for evaluating thyroid
nodules. Currently, diagnosis is typically based on textural information. This study aims to …

Machine learning-driven Heckmatt grading in facioscapulohumeral muscular dystrophy: A novel pathway for musculoskeletal ultrasound analysis

F Marzola, N van Alfen, J Doorduin… - Clinical …, 2025 - Elsevier
Objective This study introduces a machine learning approach to automate muscle
ultrasound analysis, aiming to improve objectivity and efficiency in segmentation …

A Near-Field Interference Recognition Method Based on Split Beam

Y Zhou, S Yao, Y Xu, W Zhou - 2023 6th International …, 2023 - ieeexplore.ieee.org
Beamforming is a fundamental technique in array signal processing, and it is widely used in
underwater acoustic target detection and parameter estimation. The beamforming …