Publications
(We listed the publications since the inception of the Resonance Lab in March 2024)
Embedded Files
Featured Journal Publications
Featured Journal Publications
P. Velmovitsky, C. Keown‑Stoneman, K. Pfisterer, J. Hews‑Girard, J. Saliba, S. Saha, S. Patten, N. King, A. Duffy, Q. Pham, "Development of a Recommendation Engine to University Student Mental Health Support Aligned With Stepped Care: Longitudinal Cohort Study," Journal of Medical Internet Research, 2025;27:e72669
P. Velmovitsky, C. Keown‑Stoneman, K. Pfisterer, J. Hews‑Girard, J. Saliba, S. Saha, S. Patten, N. King, A. Duffy, Q. Pham, "Development of a Recommendation Engine to University Student Mental Health Support Aligned With Stepped Care: Longitudinal Cohort Study," Journal of Medical Internet Research, 2025;27:e72669
Saha, S., Ross, H., Velmovitsky, P.E. et al. Machine learning enhanced expert system for detecting heart failure decompensation using patient-reported vitals and electronic health records. Sci Rep 15, 30979 (2025).
Saha, S., Ross, H., Velmovitsky, P.E. et al. Machine learning enhanced expert system for detecting heart failure decompensation using patient-reported vitals and electronic health records. Sci Rep 15, 30979 (2025).
Saha, Shumit, Nasim Montazeri Ghahjaverestan, and Azadeh Yadollahi. "Separating Obstructive and Central Respiratory Events during Sleep using Breathing Sounds: Utilizing Transfer Learning on Deep Convolutional Networks." Sleep Medicine (2025): 106485.
Saha, Shumit, Nasim Montazeri Ghahjaverestan, and Azadeh Yadollahi. "Separating Obstructive and Central Respiratory Events during Sleep using Breathing Sounds: Utilizing Transfer Learning on Deep Convolutional Networks." Sleep Medicine (2025): 106485.
Kabir, Muammar M., Atousa Assadi, Shumit Saha, Bojan Gavrilovic, Kaiyin Zhu, Susanna Mak, and Azadeh Yadollahi. "Unveiling the Impact of Respiratory Event-Related Hypoxia on Heart Sound Intensity During Sleep Using Novel Wearable Technology." Nature and Science of Sleep (2024): 1623-1636.
Kabir, Muammar M., Atousa Assadi, Shumit Saha, Bojan Gavrilovic, Kaiyin Zhu, Susanna Mak, and Azadeh Yadollahi. "Unveiling the Impact of Respiratory Event-Related Hypoxia on Heart Sound Intensity During Sleep Using Novel Wearable Technology." Nature and Science of Sleep (2024): 1623-1636.
Shumit Saha, Anand Rattansingh, Rosemary Martino, Keerthana Viswanathan, Anamika Saha, Nasim Montazeri Ghahjaverestan, and Azadeh Yadollahi, "A pilot observation using ultrasonography and vowel articulation to investigate the influence of suspected obstructive sleep apnea on upper airway." Scientific Reports 14, no. 1 (2024): 6144.
Shumit Saha, Anand Rattansingh, Rosemary Martino, Keerthana Viswanathan, Anamika Saha, Nasim Montazeri Ghahjaverestan, and Azadeh Yadollahi, "A pilot observation using ultrasonography and vowel articulation to investigate the influence of suspected obstructive sleep apnea on upper airway." Scientific Reports 14, no. 1 (2024): 6144.
Saha, Shumit, Keerthana Viswanathan, Anamika Saha, and Azadeh Yadollahi. "Feasibility of Acoustic Features of Vowel Sounds in Estimating the Upper Airway Cross Sectional Area during Wakefulness: A Pilot Study." Speech Communication (2024): 103144.
Saha, Shumit, Keerthana Viswanathan, Anamika Saha, and Azadeh Yadollahi. "Feasibility of Acoustic Features of Vowel Sounds in Estimating the Upper Airway Cross Sectional Area during Wakefulness: A Pilot Study." Speech Communication (2024): 103144.
Conference Publications
Conference Publications
S. Saha, N. Whittenbarger, and A. Cao. Effect of Obesity on Upper Airway Area During Vowel Articulation: An MRI-based Study [abstract]. Am J Respir Crit Care Med 2025;211:A4750.
S. Saha, N. Whittenbarger, and A. Cao. Effect of Obesity on Upper Airway Area During Vowel Articulation: An MRI-based Study [abstract]. Am J Respir Crit Care Med 2025;211:A4750.
S. Saha, E. Bailey, and A. Cao. Racial Differences in Features Between Mesa and SHHS Datasets: Understanding Attribute Biases [abstract]. Am J Respir Crit Care Med 2025;211:A3387.
S. Saha, E. Bailey, and A. Cao. Racial Differences in Features Between Mesa and SHHS Datasets: Understanding Attribute Biases [abstract]. Am J Respir Crit Care Med 2025;211:A3387.
S. Chavoshian and S. Saha. Predicting Fatal Cardiovascular Outcomes: The Role of Sleep-Related Variables [abstract]. Am J Respir Crit Care Med 2025;211:A5195.
S. Chavoshian and S. Saha. Predicting Fatal Cardiovascular Outcomes: The Role of Sleep-Related Variables [abstract]. Am J Respir Crit Care Med 2025;211:A5195.
S. Saha, T. Boyd, D. Vena, and A. Cao. Effect of Race on Facial and Soft Tissue Structures in Obstructive Sleep Apnea: A Systematic Review of Imaging Studies [abstract]. Am J Respir Crit Care Med 2025;211:A4749.
S. Saha, T. Boyd, D. Vena, and A. Cao. Effect of Race on Facial and Soft Tissue Structures in Obstructive Sleep Apnea: A Systematic Review of Imaging Studies [abstract]. Am J Respir Crit Care Med 2025;211:A4749.
B. Taghibeyglou, A. Chow, P. Mclaurin, O. Yasokaran, R. Adams, M. Mohammed, M. Singh, N. Ayas, S. R. Pendharkar, F. R. Almeida, V. Rac, S. Saha, A. Yadollahi, "Towards An Accessible Speech-based Obstructive Sleep Apnea Screening Tool for Underserved Populations," 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, Florida, USA [4-page paper.]
B. Taghibeyglou, A. Chow, P. Mclaurin, O. Yasokaran, R. Adams, M. Mohammed, M. Singh, N. Ayas, S. R. Pendharkar, F. R. Almeida, V. Rac, S. Saha, A. Yadollahi, "Towards An Accessible Speech-based Obstructive Sleep Apnea Screening Tool for Underserved Populations," 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, Florida, USA [4-page paper.]
B. Taghibeyglou, A. Chow, P. Mclaurin, O. Yasokaran, R. Adams, M. Mohammed, M. Singh, N. Ayas, S.R. Pendharkar, F.R. Almeida, V. Rac, S. Saha, and A. Yadollahi. Investigating Speech-based Features in Differentiating Obstructive Sleep Apnea in People Experiencing Homelessness [abstract]. Am J Respir Crit Care Med 2024;209:A6733.
B. Taghibeyglou, A. Chow, P. Mclaurin, O. Yasokaran, R. Adams, M. Mohammed, M. Singh, N. Ayas, S.R. Pendharkar, F.R. Almeida, V. Rac, S. Saha, and A. Yadollahi. Investigating Speech-based Features in Differentiating Obstructive Sleep Apnea in People Experiencing Homelessness [abstract]. Am J Respir Crit Care Med 2024;209:A6733.
S. Chavoshian, J. Cafazzo, S. Saha, "The Effect of Angiotensin-Converting Enzyme Inhibitors Therapy on Quality of Sleep," American Thoracic Society International Conference 2024, San Diego, California, United States.
S. Chavoshian, J. Cafazzo, S. Saha, "The Effect of Angiotensin-Converting Enzyme Inhibitors Therapy on Quality of Sleep," American Thoracic Society International Conference 2024, San Diego, California, United States.
Under Review
Under Review
Edward Nemmeth et. al, "Detecting Driver Drowsiness Using Peripheral Physiological Signals: A Systematic Review" - Submitted to Accident Analysis and Prevention.
Edward Nemmeth et. al, "Detecting Driver Drowsiness Using Peripheral Physiological Signals: A Systematic Review" - Submitted to Accident Analysis and Prevention.
Hasan et. al, "Development of a Probability Model for High-Resolution Drowsiness Detection using Electroencephalogram" - Submitted to Sleep Medicine
Hasan et. al, "Development of a Probability Model for High-Resolution Drowsiness Detection using Electroencephalogram" - Submitted to Sleep Medicine
Mashuk et. al, " Using Natural Language Processing to Explore Differences in Healthcare Professionals' Language On Functional Neurological Disorders: A Comparative Topic and Sentiment Analysis Study" - Submitted to Frontiers in Digital Health
Mashuk et. al, " Using Natural Language Processing to Explore Differences in Healthcare Professionals' Language On Functional Neurological Disorders: A Comparative Topic and Sentiment Analysis Study" - Submitted to Frontiers in Digital Health
Hussey et. al, "A digital respiratory ecosystem for people living with asthma: a mixed methods pilot study" - Submitted to JMIR mHealth and uHealth
Hussey et. al, "A digital respiratory ecosystem for people living with asthma: a mixed methods pilot study" - Submitted to JMIR mHealth and uHealth
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