16 citations · 33 across the 4 of their papers we have counts for
4 papers
PROMISSING: Pruning Missing Values in Neural Networks
Seyed Mostafa Kia, Nastaran Mohammadian Rad, Daniel van Opstal +5
While data are the primary fuel for machine learning models, they often suffer from missing values, especially when collected in real-world scenarios. However, many off-the-shelf m…
Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images
Juul P. A. van Boxtel, Vincent R. J. Vousten, Josien Pluim +1
Ultrasound-guided regional anesthesia (UGRA) can replace general anesthesia (GA), improving pain control and recovery time. This method can be applied on the brachial plexus (BP) a…
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders
Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo +5
Autism Spectrum Disorders are associated with atypical movements, of which stereotypical motor movements (SMMs) interfere with learning and social interaction. The automatic SMM de…
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism
Nastaran Mohammadian Rad, Andrea Bizzego, Seyed Mostafa Kia +3
Autism Spectrum Disorders (ASDs) are often associated with specific atypical postural or motor behaviors, of which Stereotypical Motor Movements (SMMs) have a specific visibility.…