Mohamad Forouzanfar
Professor
Department of Systems Engineering
Office: A-3485
Phone: 514 396-8720
Fax: 514 396-8595
Mohamad.Forouzanfar@etsmtl.ca
He has over 15 years of experience in developing intelligent wearable sensing and imaging systems for physiological monitoring and health management. As part of his commitment to knowledge and technology translation, he has also consulted several industrial companies and government sectors in the design of smart wearable medical devices. His area of expertise is in applied signal processing, machine learning, and instrumentation for biomedical applications.
+ Research Interests and Expertise:
- Pattern Recognition
- Adaptive and Intelligent Systems
- Information Fusion
- Multiple Classifier Systems
- Contextual Recognition
- Online and Incremental Learning
- Computer Vision
- Evolutionary Computation
+ Original articles in refereed journals and books chapters
«Deep learning forecasts the occurrence of sleep apnea from single-lead ECG»Mahsa Bahrami, Mohamad Forouzanfar” |
«Sleep apnea detection from single-lead ECG: A comprehensive analysis of machine learning and deep learning algorithms»Mahsa Bahrami, Mohamad Forouzanfar” |
«DeepPAD: Detection of peripheral arterial disease using deep learning»Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar” |
«Survival analysis in cognitively normal subjects and in patients with mild cognitive impairment using a proportional hazards model with extreme gradient boosting regression»B. Khajehpiri, H. A. Moghaddam, M. Forouzanfar, R. Lashgari, J. Ramos-Cejudo, R. S. Osorio, B. A. Ardekani” |
«Unsupervised ECG analysis: A review»Kasra Nezamabadi, Neda Sardaripour, Benyamin Haghi, Mohamad Forouzanfar” |
Read More >
+ Papers in refereed conference proceedings
«Detection of sleep apnea from single-lead ECG : Comparison of deep learning algorithms»Mahsa Bahrami, Mohamad Forouzanfar” |
«Automated, portable, and low-cost system for home screening of peripheral arterial disease»Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar” |
«Toward continuous estimation of cardiorespiratory parameters in oscillometry : A simulation study»M. Hasan Azad, R. Farzam, H. Sadeghi, N. Zarif Yussefian, M. Forouzanfar” |
«Automatic artifact detection in impedance cardiogram using pulse similarity index»Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti” |
«Electroencephalographic slow-wave activity during sleep in different phases of blood pressure and respiration oscillations»Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti” |
Mohamad
Forouzanfar
Research & Innovation
Contact Us
Pavillon Principal (A)
1100, rue Notre-Dame Ouest
Montréal, QC, H3C 1K3
Room A-3600
Tel.: +1 (514) 396-8650
E-Mail: eric.granger@etsmtl.ca