Automatic Segmentation of Quadriceps Femoris Cross-Sectional Area in Ultrasound Images: Development and Validation of Convolutional Neural Networks in People With Anterior Cruciate Ligament Injury and Surgery

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on Automatic Segmentation of Quadriceps Femoris Cross-Sectional Area in Ultrasound Images: Development and Validation of Convolutional Neural Networks in People With Anterior Cruciate Ligament Injury and Surgery

Abstract Objective Deep learning approaches such as DeepACSA enable automated segmentation of muscle ultrasound cross-sectional area (CSA). Although they provide fast and accurate results, most are developed using data from…

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A Study on Automatic O-RADS Classification of Sonograms of Ovarian Adnexal Lesions Based on Deep Convolutional Neural Networks

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on A Study on Automatic O-RADS Classification of Sonograms of Ovarian Adnexal Lesions Based on Deep Convolutional Neural Networks

Abstract Objective This study explored a new method for automatic O-RADS classification of sonograms based on a deep convolutional neural network (DCNN). Methods A development dataset (DD) of 2,455 2D…

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Sonopermeation With Size-sorted Microbubbles Synergistically Increases Survival and Enhances Tumor Apoptosis With L-DOX by Increasing Vascular Permeability and Perfusion in Neuroblastoma Xenografts

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on Sonopermeation With Size-sorted Microbubbles Synergistically Increases Survival and Enhances Tumor Apoptosis With L-DOX by Increasing Vascular Permeability and Perfusion in Neuroblastoma Xenografts

Abstract Objective Despite aggressive therapy, approximately 50% of patients with neuroblastoma (NB) fail to respond, and survivors endure lifelong toxicities. Sonopermeation increases drug uptake via cell bilayer disruption through focused…

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Effects of Different Low-Intensity Pulsed Ultrasound Intensities and Durations on a Post-Traumatic Knee Joint Contracture Model in Rats

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on Effects of Different Low-Intensity Pulsed Ultrasound Intensities and Durations on a Post-Traumatic Knee Joint Contracture Model in Rats

Abstract Objective This study aimed to investigate the low-intensity pulsed ultrasound (LIPUS) therapeutic effects on knee joint dysfunction after immobilization following trauma and to identify the optimum LIPUS intensity and…

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The Value of Necrotic Area Features in Contrast-Enhanced Ultrasound for Distinguishing Between Benign and Malignant Subpleural Pulmonary Lesions

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on The Value of Necrotic Area Features in Contrast-Enhanced Ultrasound for Distinguishing Between Benign and Malignant Subpleural Pulmonary Lesions

Abstract Objective To analyze Necrotic Area Features of subpleural pulmonary lesions (SPLs) demonstrated by contrast-enhanced ultrasound (CEUS) and investigate their value in differentiating between malignant and benign SPLs. Methods Patients…

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Development of a Nomogram-Integrated Model Incorporating Intra-tumoral and Peri-tumoral Ultrasound Radiomics Alongside Clinical Parameters for the Prediction of Histological Grading in Invasive Breast Cancer

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on Development of a Nomogram-Integrated Model Incorporating Intra-tumoral and Peri-tumoral Ultrasound Radiomics Alongside Clinical Parameters for the Prediction of Histological Grading in Invasive Breast Cancer

ABSTRACT Objective To develop a comprehensive nomogram to predict the histological grading of breast cancer and further examine its clinical significance by integrating both intra-tumoral and peri-tumoral ultrasound radiomics features….

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Ultrasound Speckle Tracking Method Based on Gradient Optical Flow to Quantify Small Longitudinal Displacement, Shear and Longitudinal Strain in Peripheral Nerves

May 10, 2025 by in ULTRASONOGRAPHY Comments Off on Ultrasound Speckle Tracking Method Based on Gradient Optical Flow to Quantify Small Longitudinal Displacement, Shear and Longitudinal Strain in Peripheral Nerves

Abstract Objective This study aimed to develop, validate and test the clinical feasibility of ultrasound (US) speckle tracking method based on gradient optical flow for quantifying small longitudinal displacements, shear…

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