03 février 2022
Mohamad Forouzanfar
Professeur
Unité de recherche
Axes de recherche
- Technologies de la santé
- Technologies de l’information et des communications
Expertises
- Systèmes médicaux portables
- Technologie du sommeil
- Genie cardiovasculaire
- Traitement du biosignal
- Systèmes experts médicaux
- Intelligence artificielle
- Apprentissage profond
Cours
Encadrements
- En codirection avec :
Estimation de la pression artérielle sans brassard à partir de PPG à l'aide d'un réseau de neurone convolutif 2D, par Guerinik,Mustapha
Automne 2023 - En codirection avec :
Développement d'un algorithme automatique pour la détection de l'apnée du sommeil à partir de signaux biomédicaux, par Diallo,Abdoulaye
Été 2023
- En codirection avec : Robillard, Rébecca
Automatic characterization of afffective states in individuals with mood disorders based on the analysis of brainheart interactions, par Azad,Mohammad Hasan
Été 2024
- En codirection avec : Granger, Éric
A machine learning framework for predicting mental-physical states and health conditions from multi-sensor sleep data, par Khajehpiri,Boshra
Été 2024
Publications
- Niloufar Delfan, Mohamad Forouzanfar. 2023 « Hybrid deep morpho-temporal framework for oscillometric blood pressure measurement ». IEEE Journal of Biomedical and Health Informatics vol. 27 , nº 11. p. 5293-5301
- Kasra Nezamabadi, Neda Sardaripour, Benyamin Haghi, Mohamad Forouzanfar. 2023 « Unsupervised ECG analysis: A review ». IEEE Reviews in Biomedical Engineering vol. 16. p. 208-224
- Melika Roshanfar, Amir Reza Ghiami Azad, Mohamad Forouzanfar. 2023 « Predicting fatigue life of shear connectors in steel-concrete composite bridges using artificial intelligence techniques ». Fatigue and Fracture of Engineering Materials and Structures
- Mahsa Bahrami, Mohamad Forouzanfar. 2022 « Deep learning forecasts the occurrence of sleep apnea from single-lead ECG ». Cardiovascular Engineering and Technology vol. 13 , nº 6. p. 809-815
- Mahsa Bahrami, Mohamad Forouzanfar. 2022 « Sleep apnea detection from single-lead ECG: A comprehensive analysis of machine learning and deep learning algorithms ». IEEE Transactions on Instrumentation and Measurement vol. 71
- Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2022 « DeepPAD: Detection of peripheral arterial disease using deep learning ». IEEE Sensors Journal vol. 22 , nº 16. p. 16254-16262
- Nassibeh Golizadeh, Mahdi Golizadeh, Mohamad Forouzanfar. 2022 « Adversarial grammatical error generation: Application to Persian language ». International Journal on Natural Language Computing vol. 11 , nº 4. p. 19-28
- B. Khajehpiri, H. A. Moghaddam, M. Forouzanfar, R. Lashgari, J. Ramos-Cejudo, R. S. Osorio, B. A. Ardekani. 2022 « Survival analysis in cognitively normal subjects and in patients with mild cognitive impairment using a proportional hazards model with extreme gradient boosting regression ». Journal of Alzheimer's Disease vol. 85 , nº 2. p. 833-846
- Massimiliano de Zambotti, Mohamad Forouzanfar, Harold Javitz, Aimée Goldstone, Stephanie Claudatos, Vanessa Alschuler, Fiona C. Baker, Ian M. Colrain. 2021 « Impact of evening alcohol consumption on nocturnal autonomic and cardiovascular function in adult men and women: a dose–response laboratory investigation ». Sleep vol. 44 , nº 1
- Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2021 « Intelligent oscillometric system for automatic detection of peripheral arterial disease ». IEEE Journal of Biomedical and Health Informatics vol. 25 , nº 8. p. 3209-3218
- Elham Foroozanfar, Mohamad Forouzanfar, Tahereh Farkhondeh, Saeed Samarghandian, Fatemeh Forouzanfar. 2021 « ACE2 as a potential target for management of novel coronavirus (nCoV-2019) ». Current Drug Discovery Technologies vol. 18 , nº 6
- Mohamad Forouzanfar, Fiona C. Baker, Massimiliano de Zambotti, Stephanie Claudatos, Bing-Bing Chai, James Bergen, Jeffrey Lubin. 2021 « Physiological synchrony: A new approach toward identifying unknown presentation attacks on biometric systems ». IEEE Transactions on Instrumentation and Measurement vol. 70
- Dilara Yuksel, Fiona C. Baker, Aimee Goldstone, Stephanie A. Claudatos, Mohamad Forouzanfar, Devin E. Prouty, Ian M. Colrain, Massimiliano de Zambotti. 2021 « Stress, sleep, and autonomic function in healthy adolescent girls and boys: Findings from the NCANDA study ». Sleep Health vol. 7 , nº 1. p. 72-78
- Massimiliano de Zambotti, Aimee Goldstone, Mohamad Forouzanfar, Harold Javitz, Stephanie Claudatos, Ian M. Colrain, Fiona C. Baker. 2020 « The falling asleep process in adolescents ». Sleep vol. 43 , nº 6
- D. Yüksel, A. Goldstone, D. Prouty, M. Forouzanfar, S. Claudatos, Q. Lee, R. Wang, T. Dulai, N. Arra, L. Volpe, I. Durley, F. Baker, M. de Zambotti. 2020 « 0916 The Use of Immersive Virtual Reality and Slow Breathing to Enhance Relaxation and Sleep in Adolescents ». Sleep vol. 43 , nº Suppl. 1. p. A348
- Fiona C. Baker, Mohamad Forouzanfar, Aimée M. Goldstone, Stephanie A Claudatos, Harold Javitz, John Trinder, Massimiliano de Zambotti. 2019 « 0684 Impact of hot flash-associated sleep disruption on the cardiovascular system in perimenopausal women ». Sleep vol. 42 , nº Suppl. 1. p. A274
- Fiona C. Baker, Mohamad Forouzanfar, Aimée Goldstone, Stephanie A. Claudatos, Harold Javitz, John Trinder, Massimiliano de Zambotti. 2019 « Changes in heart rate and blood pressure during nocturnal hot flashes associated with and without awakenings ». Sleep vol. 42 , nº 11
- Massimiliano de Zambotti, Ellen Smith, Aimee Goldstone, Mohamad Forouzanfar, Stephanie Claudatos, Maureen Gil, Vanessa Alschuler, Yun Qi Lim, Leonardo Rosas, Devin Prouty, Lena Kardos, Ian Colrain, Fiona Baker. 2019 « 0137 The falling asleep process in adolescents ». Sleep vol. 42 , nº Suppl. 1. p. A56
- Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Aimée Goldstone, Massimiliano de Zambotti. 2019 « Automatic analysis of pre-ejection period during sleep using impedance cardiogram ». Psychophysiology vol. 56 , nº 7
- Dilara Yüksel, Ellen Smith, Yun Qi Lim, Aimee Goldstone, Stephanie Claudatos, Mohamad Forouzanfar, Vanessa Alschuler, Maureen Gil, Ian M. Colrain, Devin Prouty, Massimiliano de Zambotti, Fiona Baker. 2019 « 0112 First night effect on sleep and heart rate in adolescent boys and girls: Findings from the NCANDA study ». Sleep vol. 42 , nº Suppl. 1. p. A46
- M. Colrain, A. Goldstone, M. Forouzanfar, F. C. Baker, S. Claudatos, M. Gil, V. Alschuler, Y. Q. Lim, L. Rosas, D. Prouty, M. de Zambotti. 2018 « Effect of evening alcohol intake on nocturnal cardiovascular function in normal adults ». Alcoholism: Clinical and Experimental Research vol. 42 , nº suppl. 1
- Mohamad Forouzanfar, Fiona C. Baker, Massimiliano de Zambotti, Corey McCall, Laurent Giovangrandi, Gregory T. A. Kovacs. 2018 « Toward a better noninvasive assessment of preejection period: A novel automatic algorithm for B-point detection and correction on thoracic impedance cardiogram ». Psychophysiology vol. 55 , nº 8
- Seddigheh Baktash, Mohamad Forouzanfar, Izmail Batkin, Miodrag Bolic, Voicu Z. Groza, Saif Ahmad, Hilmi R. Dajani. 2017 « Characteristic ratio-independent arterial stiffness-based blood pressure estimation ». IEEE Journal of Biomedical and Health Informatics vol. 21 , nº 5. p. 1263-1270
- Mohamad Forouzanfar, Mohamed Mabrouk, Sreeraman Rajan, Miodrag Bolic, Hilmi R. Dajani, Voicu Z. Groza. 2017 « Event recognition for contactless activity monitoring using phase-modulated continuous wave radar ». IEEE Transactions on Biomedical Engineering vol. 64 , nº 2. p. 479-491
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2016 « Bayesian fusion algorithm for improved oscillometric blood pressure estimation ». Medical Engineering & Physics vol. 38 , nº 11. p. 1300-1304
- Mohamed Mabrouk, Sreeraman Rajan, Miodrag Bolic, Mohamad Forouzanfar, Hilmi R. Dajani, Izmail Batkin. 2016 « Human breathing rate estimation from radar returns using harmonically related filters ». Journal of Sensors vol. 2016
- Mohamad Forouzanfar, Saif Ahmad, Izmail Batkin, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2015 « Model-based mean arterial pressure estimation using simultaneous electrocardiogram and oscillometric blood pressure measurements ». IEEE Transactions on Instrumentation and Measurement vol. 64 , nº 9. p. 2443-2452
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2015 « Oscillometric blood pressure estimation: Past, present, and future ». IEEE Reviews in Biomedical Engineering vol. 8. p. 44-63
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Izmail Batkin. 2014 « Ratio-independent blood pressure estimation by modeling the oscillometric waveform envelope ». IEEE Transactions on Instrumentation and Measurement vol. 63 , nº 10. p. 2501-2503
- Mohamad Forouzanfar, Saif Ahmad, Izmail Batkin, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2013 « Coefficient-free blood pressure estimation based on pulse transit time-cuff pressure dependence ». IEEE Transactions on Biomedical Engineering vol. 60 , nº 7. p. 1814-1824
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2011 « Feature-based neural network approach for oscillometric blood pressure estimation ». IEEE Transactions on Instrumentation and Measurement vol. 60 , nº 8. p. 2786-2796
- Azar Tolouee, Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Masumeh Gity, Rahil Garnavi. 2011 « Image based diagnostic aid system for interstitial lung diseases ». Expert Systems with Applications vol. 38 , nº 6. p. 7755-7765
- Armin Eftekhari, Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Javad Alirezaie. 2010 « Block-wise 2D kernel PCA/LDA for face recognition ». Information Processing Letters vol. 110 , nº 17. p. 761-766
- M. Forouzanfar, H. Abrishami-Moghaddam, M. Dehghani. 2010 « A new effective approach for enhancement of SAR images based on extraction of interscale dependencies in the wavelet domain ». Geosciences vol. 19 , nº 76. p. 9-16
- Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Masoumeh Gity. 2010 « A new multiscale Bayesian algorithm for speckle reduction in medical ultrasound images ». Signal, Image and Video Processing vol. 4 , nº 3. p. 359-375
- Mohamad Forouzanfar, Nosratallah Forghani, Mohammad Teshnehlab. 2010 « Parameter optimization of improved fuzzy c-means clustering algorithm for brain MR image segmentation ». Engineering Applications of Artificial Intelligence vol. 23 , nº 2. p. 160-168
- Armin Eftekhari, Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Javad Alirezaie. 2009 « Incremental local linear fuzzy classifier in fisher space ». EURASIP Journal on Advances in Signal Processing vol. 2009 , nº 1
- Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Sona Ghadimi. 2008 « Locally adaptive multiscale bayesian method for image denoising based on bivariate normal inverse gaussian distributions ». International Journal of Wavelets, Multiresolution and Information Processing vol. 6 , nº 4. p. 653-664
- Mohammad Ali Rezaei, Parviz Abdolmaleki, Zahra Karami, Ebrahim Barzegari Asadabadi, Mohammad Amin Sherafat, Hamid Abrishami-Moghaddam, Marziyeh Fadaie, Mohammad Forouzanfar. 2008 « Prediction of membrane protein types by means of wavelet analysis and cascaded neural networks ». Journal of Theoretical Biology vol. 254 , nº 4. p. 817-820
- Izmail Batkin, Saif Ahmad, Miodrag Bolic, Voicu Groza, R. Dajani Hilmi, Mohamad Forouzanfar. 2015-02-24 « Apparatus and method for electrocardiogram-assisted blood pressure measurement ».
- Mohamad Forouzanfar, Hamid Abrishami-Moghaddam. 2011 « Ultrasound speckle reduction in the complex wavelet domain ».
- Armin Eftekhari, Mojtaba Ahmadieh Khanesar, Mohamad Forouzanfar, Mohammad Teshnehlab. 2009 « Incremental locally linear fuzzy classifier ».
- Nosratallah Forghani, Mohamad Forouzanfar, Armin Eftekhari, Shahab Mohammad-Moradi, Mohammad Teshnehlab. 2009 « Application of particle swarm optimization in accurate segmentation of brain MR images ».
- Shahab Mohammad-Moradi, Hamid Khaloozadeh, Mohamad Forouzanfar, Ramezan Paravi Torghabeh, Nosratallah Forghani. 2009 « Swarm intelligence in portfolio selection ».
- Mahsa Bahrami, Mohamad Forouzanfar. 2021 « Detection of sleep apnea from single-lead ECG : Comparison of deep learning algorithms ».
- Nosratallah Forghani, Keivan Maghooli, Nader Jafarnia Dabanloo, Ali Vasheghani Farahani, Mohamad Forouzanfar. 2021 « Automated, portable, and low-cost system for home screening of peripheral arterial disease ».
- M. Hasan Azad, R. Farzam, H. Sadeghi, N. Zarif Yussefian, M. Forouzanfar. 2021 « Toward continuous estimation of cardiorespiratory parameters in oscillometry : A simulation study ».
- Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti. 2019 « Automatic artifact detection in impedance cardiogram using pulse similarity index ».
- Mohamad Forouzanfar, Fiona C. Baker, Ian M. Colrain, Massimiliano de Zambotti. 2019 « Electroencephalographic slow-wave activity during sleep in different phases of blood pressure and respiration oscillations ».
- Mohamad Forouzanfar, Massimiliano de Zambotti, Aimée Goldstone, Fiona C. Baker. 2018 « Automatic detection of hot flash occurrence and timing from skin conductance activity ».
- David Abolarin, Mohamad Forouzanfar, Voicu Z. Groza, Sreeraman Rajan, Hilmi R. Dajani, Emil M. Petriu. 2016 « Model-based filtering and compression of oscillometric blood pressure pulses ».
- Hamed Samimi, Mohamad Forouzanfar, Hilmi R. Dajani. 2015 « Automatic recognition of speech-evoked brainstem responses to English vowels ».
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic. 2014 « Model-based oscillometric blood pressure estimation ».
- Mohamad Forouzanfar, Balakumar Balasingam, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan, Emil M. Petriu. 2012 « Mathematical modeling and parameter estimation of blood pressure oscillometric waveform ».
- B. Balasingam, M. Forouzanfar, M. Bolic, H. Dajani, V. Groza, S. Rajan. 2011 « Arterial blood pressure parameter estimation and tracking using particle filters ».
- M. Forouzanfar, H. R. Dajani, V. Z. Groza, M. Bolic, S. Rajan. 2010 « Comparison of feed-forward neural network training algorithms for oscillometric blood pressure estimation ».
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2010 « Adaptive neuro-fuzzy inference system for oscillometric blood pressure estimation ».
- A. R. Barghaei, Mohamad Forouzanfar, Hamid Abrishami Moghaddam. 2009 « شخیص بیماری دیابت با استفاده از کرنل وابسته به داده ».
- A. Eftekhari, H. Abrishami-Moghaddam, M. Forouzanfar. 2009 « A generalized matrix-based framework for face recognition ».
- Mohamad Forouzanfar, Hilmi R. Dajani, Voicu Z. Groza, Miodrag Bolic, Sreeraman Rajan. 2009 « Oscillometric blood pressure estimation using principal component analysis and neural networks ».
- A. Tolouee, H. Abrishami-Moghaddam, R. Garnavi, M. Forouzanfar, M. Giti. 2008 « Texture analysis in lung HRCT images ».
- Nosratallah Forghani, Mohamad Forouzanfar, Elham Forouzanfar. 2007 « MRI fuzzy segmentation of brain tissue using IFCM algorithm with particle swarm optimization ».
- M. Forouzanfar, H. A. Moghaddam. 2007 « A directional multiscale approach for speckle reduction in optical coherence tomography images ».
- Mohamad Forouzanfar, Hamid Abrishami Moghaddam, Maryam Dehghani. 2007 « Speckle reduction in medical ultrasound images using a new multiscale bivariate Bayesian MMSE-based method ».
- Youness Aliyari Ghassabeh, Nosratallah Forghani, Mohamad Forouzanfar, Mohammad Teshnehlab. 2007 « MRI fuzzy segmentation of brain tissue using IFCM algorithm with genetic algorithm optimization ».