The renaissance of deep learning has provided promising solutions to various tasks. While
conventional deep learning models are constructed for a single specific task, multi-task deep …

Fetal pose estimation in 3D ultrasound (US) involves identifying a set of associated fetal
anatomical landmarks. Its primary objective is to provide comprehensive information about …

Background Developmental dysplasia of the hip (DDH) is a common orthopedic disease in
children. In clinical surgery, it is essential to quickly and accurately locate the exact position …

Background: Graf's method is currently the most commonly used ultrasound-based
technique for the diagnosis of developmental dysplasia of the hip (DDH). However, the …

Efficient and accurate medical image classification (MIC) methods face two major
challenges:(1) high similarity between images of different disease classes; and (2) …

The B-mode ultrasound based computer-aided diagnosis (CAD) has demonstrated its
effectiveness for diagnosis of Developmental Dysplasia of the Hip (DDH) in infants, which …

Objectives Ultrasound (US) is important for diagnosing infant developmental dysplasia of the
hip (DDH). However, the accuracy of the diagnosis depends heavily on expertise. We aimed …

Background Automated diagnosis of infant hip dysplasia is heavily affected by the individual
differences among infants and ultrasound machines. Methods Hip sonographic images of …

Cerebral palsy is the most common physical disability during childhood. Cerebral palsy
related hip disease is caused by an imbalance of muscle forces, resulting in progressive …

Background: Developmental hip dysplasia (DDH) is a common pediatric disease. For
patients younger than 6 months of age, ultrasound diagnosis is more suitable for screening …