M
Mohammad Nejadeh
Researcher at Islamic Azad University
Publications - 2
Citations - 5
Mohammad Nejadeh is an academic researcher from Islamic Azad University. The author has contributed to research in topics: Cardiac resynchronization therapy & Set (psychology). The author has an hindex of 2, co-authored 2 publications receiving 4 citations.
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Predicting the response to cardiac resynchronization therapy (CRT) using the deep learning approach
Mohammad Nejadeh,Peyman Bayat,Jalal Kheirkhah,Jalal Kheirkhah,Hassan Moladoust,Hassan Moladoust +5 more
TL;DR: In this paper, a Deep Learning (DL) algorithm was used to predict the response to cardiac resynchronization therapy with an error rate of 91.85% and an Area Under Curve (AUC) of 0.957 and a sensitivity of 94.22%.
Evaluation of Pattern Recognition Techniques in Response to Cardiac Resynchronization Therapy (CRT)
TL;DR: An analytical set of individual, clinical, and laboratory variables, echocardiography, and electrocardiography (ECG) are proposed with patients’ response to CRT, and introducing back-propagation of error neural network algorithm in order to decrease classification error are the most important achievements of this research.