Deep Learning Model for Detection of Pain Intensity from Facial Expression. - Jeffrey Soar; Ghazal Bargshady; Xujuan Zhou; Frank Whittaker (ICOST, 2018)

A Case Study of Predicting Banking Customers Behaviour by Using Data Mining. - Xujuan Zhou; Ghazal Bargshady; Moloud Abdar; Xiaohui Tao 001; Raj Gururajan; Ka Ching Chan (BESC, 2019)

Performance Improvement of Decision Trees for Diagnosis of Coronary Artery Disease Using Multi Filtering Approach. - Moloud Abdar; Elham Nasarian; Xujuan Zhou; Ghazal Bargshady; Vivi Nur Wijayaningrum; Sadiq Hussain (ICCCS, 2019)

A Joint Deep Neural Network Model for Pain Recognition from Face. - Ghazal Bargshady; Jeffrey Soar; Xujuan Zhou; Ravinesh C. Deo; Frank Whittaker; Hua Wang 002 (ICCCS, 2019)

A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection. - Xujuan Zhou; Yuefeng Li; Raj Gururajan; Ghazal Bargshady; Xiaohui Tao 001; Revathi Venkataraman; Prabal Datta Barua; Srinivas Kondalsamy-Chennakesavan (BESC, 2020)

Ensemble neural network approach detecting pain intensity from facial expressions. - Ghazal Bargshady; Xujuan Zhou; Ravinesh C. Deo; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Artif. Intell. Medicine, 2020)

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; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Appl. Soft Comput., 2020)

Enhanced deep learning algorithm development to detect pain intensity from facial expression images. - Ghazal Bargshady; Xujuan Zhou; Ravinesh C. Deo; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Expert Syst. Appl., 2020)

A survey on text classification and its applications. - Xujuan Zhou; Raj Gururajan; Yuefeng Li; Revathi Venkataraman; Xiaohui Tao 001; Ghazal Bargshady; Prabal Datta Barua; Srinivas Kondalsamy-Chennakesavan (Web Intell., 2020)

Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images. - Ghazal Bargshady; Xujuan Zhou; Prabal Datta Barua; Raj Gururajan; Yuefeng Li; U. Rajendra Acharya (Pattern Recognit. Lett., 2022)

Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. - Ghazal Bargshady; Roland Goecke (DICTA, 2023)

An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data. - Ghazal Bargshady; Roland Goecke (PSIVT, 2023)

Acute Pain Recognition from Facial Expression Videos using Vision Transformers. - Ghazal Bargshady; Calvin Joseph; Niraj Hirachan; Roland Goecke; Raul Fernandez Rojas (EMBC, 2024)

Empirical comparison of deep learning models for fNIRS pain decoding. - Raul Fernandez Rojas; Calvin Joseph; Ghazal Bargshady; Keng-Liang Ou (Frontiers Neuroinformatics, 2024)