Musculoskeletal Ultrasound Image‐Based Radiomics for the Diagnosis of Achilles Tendinopathy in Skiers
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.16059
Abstract: Our study aimed to develop and validate an efficient ultrasound image‐based radiomic model for determining the Achilles tendinopathy in skiers. read more here.
Keywords: image based; musculoskeletal ultrasound; ultrasound image; achilles tendinopathy ... See more keywords
De-noising of ultrasound image using Bayesian approached heavy-tailed Cauchy distribution
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5221-9
Abstract: Medical ultrasound images are used in clinical diagnosis and generally degraded by speckle noise. This makes difficulty in automatic interpretation of diseases in ultrasound images. This paper presents a speckle removal algorithm by modeling the… read more here.
Keywords: wavelet coefficients; noising ultrasound; using bayesian; image using ... See more keywords
Effect of Despeckling Filters on the Segmentation of Ultrasound Common Carotid Artery Images.
Sign Up to like & getrecommendations! Published in 2021 at "Biomedical journal"
DOI: 10.1016/j.bj.2021.07.002
Abstract: BACKGROUND Carotid intima-media thickness (IMT) measured in B-mode ultrasound image is an important indicator of Atherosclerosis disease. Speckle noise inherently present in ultrasounds' thereby degrades the visual evaluation and limits the automated segmentation performance. The… read more here.
Keywords: filters segmentation; segmentation; effect despeckling; carotid ... See more keywords
Women's experiences of their preabortion ultrasound image printout.
Sign Up to like & getrecommendations! Published in 2018 at "Contraception"
DOI: 10.1016/j.contraception.2017.12.002
Abstract: OBJECTIVES We know little about women's interest in and experiences with a printout of their preabortion ultrasound image. METHODS We conducted a mixed-methods study at a large-volume abortion-providing facility where patients are offered the opportunity… read more here.
Keywords: preabortion ultrasound; abortion; printout; ultrasound image ... See more keywords
Automatic Left Ventricle Recognition, Segmentation and Tracking in Cardiac Ultrasound Image Sequences
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2920957
Abstract: In this study, we propose a novel method incorporating faster region-based convolutional neural network and active shape model to automatically recognize, segment, and track the left ventricle in cardiac ultrasound image sequences, respectively. Ultrasound images… read more here.
Keywords: ventricle; left ventricle; cardiac ultrasound; image sequences ... See more keywords
Automatic Positioning and Recognition of Anesthesia Points Based on Ultrasound Image Guidance Technology
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3003416
Abstract: Local anesthesia has certain harm to the patient, and the wrong position of the anesthesia point may result in poor anesthesia effect. Based on this, this study built an automatic positioning recognition model based on… read more here.
Keywords: automatic positioning; anesthesia; based ultrasound; guidance technology ... See more keywords
Ultrasound Image Segmentation Method for Thyroid Nodules Using ASPP Fusion Features
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3022249
Abstract: Ultrasound imaging technology plays an important role to assist doctors in diagnosing thyroid nodules. The tissue structure around the thyroid is very complex, which makes it difficult to segment and extract the ultrasound image of… read more here.
Keywords: thyroid nodules; image; image segmentation; ultrasound image ... See more keywords
Endoscopic ultrasound image recognition based on data mining and deep learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3143580
Abstract: The recognition of medical images, especially endoscopic ultrasound images, has the characteristics of changing images and insignificant gray-scale changes, which requires repeated observation and comparison by medical staff. In view of the above-mentioned characteristics of… read more here.
Keywords: endoscopic ultrasound; detection; image recognition; ultrasound image ... See more keywords
Progressive Residual Learning With Memory Upgrade for Ultrasound Image Blind Super-Resolution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3142076
Abstract: For clinical medical diagnosis and treatment, image super-resolution (SR) technology will be helpful to improve the ultrasonic imaging quality so as to enhance the accuracy of disease diagnosis. However, due to the differences of sensing… read more here.
Keywords: module; residual learning; resolution; ultrasound image ... See more keywords
Annotation Cost Minimization for Ultrasound Image Segmentation Using Cross-Domain Transfer Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2023.3236989
Abstract: Deep learning techniques can help minimize inter-physician analysis variability and the medical expert workloads, thereby enabling more accurate diagnoses. However, their implementation requires large-scale annotated dataset whose acquisition incurs heavy time and human-expertise costs. Hence,… read more here.
Keywords: ultrasound image; segmentation; annotation cost;
Medical Ultrasound Image Quality Assessment for Autonomous Robotic Screening
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3170209
Abstract: Autonomous ultrasound scanning robots have attracted the attention of researchers, and the real-time quality assessment of ultrasound images is the key technology of them. Existing robot systems usually use pixel-level feature statistical methods such as… read more here.
Keywords: image quality; quality; ultrasound images; quality assessment ... See more keywords