Ghazal Bargshady

Enhanced deep learning algorithm development to detect pain intensity from facial expression images

Ghazal Bargshady, Xujuan Zhou, Ravinesh C. Deo et al. · Expert Systems with Applications · 2020 · 159 citations

Facial Expression Images, Convolutional Neural Network, Image Analysis +10

Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images

Ghazal Bargshady, Xujuan Zhou, Prabal Datta Barua et al. · Pattern Recognition Letters · 2021 · 68 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +12

Ensemble neural network approach detecting pain intensity from facial expressions

Ghazal Bargshady, Xujuan Zhou, Ravinesh C. Deo et al. · Artificial Intelligence in Medicine · 2020 · 64 citations · Full text

Engineering, Machine Learning, Data Science +9

The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space

Ghazal Bargshady, Xujuan Zhou, Ravinesh C. Deo et al. · Applied Soft Computing · 2020 · 48 citations

Image Analysis, Machine Learning, Deep Learning +10

A Joint Deep Neural Network Model for Pain Recognition from Face

Ghazal Bargshady, Jeffrey Soar, Xujuan Zhou et al. · 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS) · 2019 · 47 citations

Pain Recognition, Convolutional Neural Network, Facial Recognition System +15