Ultrasound bone segmentation: A scoping review of techniques and validation practices

PU Pandey, N Quader, P Guy, R Garbi… - Ultrasound in Medicine & …, 2020 - Elsevier
Ultrasound bone segmentation is an important yet challenging task for many clinical
applications. Several works have emerged attempting to improve and automate bone …

Narrative review on the role of imaging in DDH

S Ghasseminia, AR Hareendranathan… - Indian Journal of …, 2021 - Springer
Background Developmental dysplasia of hip (DDH) represents a spectrum from acetabular
dysplasia to fixed dislocation, giving disability through premature osteoarthritis. Most DDH …

NHBS-Net: A feature fusion attention network for ultrasound neonatal hip bone segmentation

R Liu, M Liu, B Sheng, H Li, P Li, H Song… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
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 …

Comparative evaluation of hand-engineered and deep-learned features for neonatal hip bone segmentation in ultrasound

H El-Hariri, K Mulpuri, A Hodgson, R Garbi - Medical Image Computing …, 2019 - Springer
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 limping …

Joint landmark and structure learning for automatic evaluation of developmental dysplasia of the hip

X Hu, L Wang, X Yang, X Zhou, W Xue… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
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 …

Interobserver variability of hip dysplasia indices on sweep ultrasound for novices, experts, and artificial intelligence

S Ghasseminia, AKS Lim… - Journal of Pediatric …, 2022 - journals.lww.com
Background: Ultrasound for developmental dysplasia of the hip (DDH) is challenging for
nonexperts to perform and interpret. Recording “sweep” images allows more complete hip …

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 …

Impact of scan quality on AI assessment of hip dysplasia ultrasound

AR Hareendranathan, B Chahal, S Ghasseminia… - Journal of …, 2022 - Springer
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 …

Assessment of hip displacement in children with cerebral palsy using machine learning approach

TT Pham, MB Le, LH Le, J Andersen, E Lou - Medical & Biological …, 2021 - Springer
Manual measurements of migration percentage (MP) on pelvis radiographs for assessing
hip displacement are subjective and time consuming. A deep learning approach using …

Classification based on annotation information

Q Zhao, M Zhang, G Avinash - US Patent 10,885,400, 2021 - Google Patents
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 …