An ensemble data mining approach to discover medical patterns and provide a system to predict the mortality in the ICU of cardiac surgery based on stacking machine learning method. - Arman Ghavidel; Rouzbeh Ghousi; Alireza Atashi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

A New Predictive Maintenance Approach: novel integration of GMM-LSTM for prediction of latent state and failure location of Rotating Machinery. - Arman Ghavidel; H. John Park; Samuel F. Kovacic; Andres Sousa-Poza (SOSE, 2024)