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Ultrasound bone segmentation: A sco** review of techniques and validation practices
Ultrasound bone segmentation is an important yet challenging task for many clinical
applications. Several works have emerged attempting to improve and automate bone …
applications. Several works have emerged attempting to improve and automate bone …
NHBS-Net: A feature fusion attention network for ultrasound neonatal hip bone segmentation
Ultrasound is a widely used technology for diagnosing developmental dysplasia of the hip
(DDH) because it does not use radiation. Due to its low cost and convenience, 2-D …
(DDH) because it does not use radiation. Due to its low cost and convenience, 2-D …
Narrative review on the role of imaging in DDH
Background Developmental dysplasia of hip (DDH) represents a spectrum from acetabular
dysplasia to fixed dislocation, giving disability through premature osteoarthritis. Most DDH …
dysplasia to fixed dislocation, giving disability through premature osteoarthritis. Most DDH …
Adaptive multi-dimensional weighted network with category-aware contrastive learning for fine-grained hand bone segmentation
Accurately delineating and categorizing individual hand bones in 3D ultrasound (US) is a
promising technology for precise digital diagnostic analysis. However, this is a challenging …
promising technology for precise digital diagnostic analysis. However, this is a challenging …
Assessment of hip displacement in children with cerebral palsy using machine learning approach
Manual measurements of migration percentage (MP) on pelvis radiographs for assessing
hip displacement are subjective and time consuming. A deep learning approach using …
hip displacement are subjective and time consuming. A deep learning approach using …
Joint landmark and structure learning for automatic evaluation of developmental dysplasia of the hip
The ultrasound (US) screening of the infant hip is vital for the early diagnosis of
developmental dysplasia of the hip (DDH). The US diagnosis of DDH refers to measuring …
developmental dysplasia of the hip (DDH). The US diagnosis of DDH refers to measuring …
Comparative evaluation of hand-engineered and deep-learned features for neonatal hip bone segmentation in ultrasound
Developmental dysplasia of the hip (DDH) is one of the most common congenital disorders
seen in newborns. Undetected cases may lead to serious consequences including lim** …
seen in newborns. Undetected cases may lead to serious consequences including lim** …
Classification based on annotation information
Systems and techniques for classification based on annota tion information are presented. In
one example, a system trains a convolutional neural network based on training data and a …
one example, a system trains a convolutional neural network based on training data and a …
Accurate and rapid CT image segmentation of the eyes and surrounding organs for precise radiotherapy
Y Sun, H Shi, S Zhang, P Wang, W Zhao… - Medical …, 2019 - Wiley Online Library
Objective The precise segmentation of organs at risk (OAR s) is of importance for improving
therapeutic outcomes and reducing injuries of patients undergoing radiotherapy. In this …
therapeutic outcomes and reducing injuries of patients undergoing radiotherapy. In this …
Impact of scan quality on AI assessment of hip dysplasia ultrasound
Aims Early diagnosis of developmental dysplasia of the hip (DDH) using ultrasound (US) is
safe, effective and inexpensive, but requires high-quality scans. The effect of scan quality on …
safe, effective and inexpensive, but requires high-quality scans. The effect of scan quality on …