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Publications

For a complete and up-to-date list of my publications, citations, and research metrics, please visit my Google Scholar profile.

2025

Self-Supervised Learning for Gestational Age Estimation from Low-Cost Doppler Ultrasound in Low-Resource Settings

M Motie-Shirazi, E Ramos, S Chandrasekaran, R Sameni, P Rohloff, GD Clifford, N Katebi

TS4H NeurIPS 2025

2025

Real-Time Quality Feedback on Doppler Data for Community Midwives using Edge-AI

M Motie-Shirazi, S Nikookar, M Ahmad, A Rafiei, R Sameni, P Rohloff

Machine Learning: Health

2025

Sleep-Derived Features From Multi-Night In-ear EEG Identify Patterns Linked To Mild Cognitive Impairment

Y Kiarashi, EL Giannotto, M Motie-Shirazi, AD Rodriguez, AI Levey, GD Clifford

medRxiv, 2025.11.11.25339999

2025

Bedtime Brain State Predicts the Impact of Closed-Loop Auditory Stimulation on Sleep and Cognition

Y Kiarashi, J Berent, M Motie-Shirazi, Q Li, AX Stewart, P Saini, D Grimaldi, KJ Reid, PC Zee, KA Paller, AI Levey, GD Clifford

medRxiv, 2025.11.12.25340010

2025

Next-Generation Fetal Heart Monitoring: Leveraging Neural Sequential Modeling for Ultrasound Analysis

A Rafiei, M Motie-Shirazi, R Sameni, GD Clifford, N Katebi

IEEE Transactions on Biomedical Engineering

2024

Edge AI for Real-time Fetal Assessment in Rural Guatemala

N Katebi, M Ahmad, M Motie-Shirazi, D Phan, E Kolesnikova, S Nikookar

Demo Track, ML4H

2024

ECG-image-database: A dataset of ECG images with real-world imaging and scanning artifacts; a foundation for computerized ECG image digitization and analysis

MA Reyna, J Weigle, Z Koscova, K Campbell, KK Shivashankara, M Motie-Shirazi

arXiv preprint arXiv:2409.16612

2023

Point-of-Care Real-Time Signal Quality for Fetal Doppler Ultrasound Using a Deep Learning Approach

M Motie-Shirazi, R Sameni, P Rohloff, N Katebi, GD Clifford

Findings Track, ML4H

2023

Effect of nodule size and stiffness on phonation threshold and collision pressures in a synthetic hemilaryngeal vocal fold model

M Motie-Shirazi, M Zañartu, SD Peterson, DD Mehta, RE Hillman

The Journal of the Acoustical Society of America, 153(1), 654-664

2022

An Investigation of Normal and Pathological Collision Mechanics in Synthetic Vocal Fold Models

M Motie-Shirazi

Ph.D. Dissertation, Department of Mechanical & Aerospace Engineering, Clarkson University

2022

Collision pressure and dissipated power dose in a self-oscillating silicone vocal fold model with a posterior glottal opening

M Motie-Shirazi, M Zañartu, SD Peterson, DD Mehta, RE Hillman

Journal of Speech, Language, and Hearing Research, 65(8), 2829-2845

2022

Experimental validation of repeated/pa/gestures for estimation of subglottal pressure with incomplete glottal closure

M Motie-Shirazi, M Zañartu, SD Peterson, BD Erath

75th Annual Meeting of the Division of Fluid Dynamics

2022

Success rate and repeatability of silicone vocal fold model fabrication

M Motie-Shirazi, Q Li, B Erath

Bulletin of the American Physical Society, 67

2021

Vocal fold dynamics in a synthetic self-oscillating model: Intraglottal aerodynamic pressure and energy

M Motie-Shirazi, M Zañartu, SD Peterson, BD Erath

The Journal of the Acoustical Society of America, 150(2), 1332-1345

2021

Vocal fold dynamics in a synthetic self-oscillating model: Contact pressure and dissipated-energy dose

M Motie-Shirazi, M Zañartu, SD Peterson, BD Erath

The Journal of the Acoustical Society of America, 150(1), 478-489

2021

Fluid-structure energy exchange during phonation: investigation of dissipated collision energy by direct measurement of internal tissue velocity

M Motie-Shirazi, M Zañartu, S Peterson, B Erath

APS Division of Fluid Dynamics Meeting Abstracts, H10.003

2020

Time-Resolved Intraglottal Pressure Distributions in a Self-Oscillating, Hemi-Laryngeal, Synthetic Silicone Model of the Vocal Folds

M Motie-Shirazi, S Peterson, M Zañartu, BD Erath

APS Division of Fluid Dynamics Meeting Abstracts

2020

Intraglottal aerodynamic pressure and energy transfer in a self-oscillating synthetic model of the vocal folds

M Motie-Shirazi, M Zañartu, SD Peterson, BD Erath

medRxiv, 2020.11.20.20235911

2019

Vocal Fold Trauma: Deleterious Compensatory Behaviors in Response to Benign Lesions

M Motie-Shirazi, BD Erath

APS Division of Fluid Dynamics Meeting Abstracts

2019

Estimating vocal fold contact pressure from raw laryngeal high-speed videoendoscopy using a Hertz contact model

M Motie-Shirazi, M Zañartu, SD Peterson, DD Mehta, RE Hillman

Applied Sciences, 9(11), 2384

2019

Toward development of a vocal fold contact pressure probe: Sensor characterization and validation using synthetic vocal fold models

M Motie-Shirazi, M Zañartu, SD Peterson, DD Mehta, RE Hillman

Applied Sciences, 9(15), 3002

2019

Bayesian inference of vocal fold material properties from glottal area waveforms using a 2D finite element model

PJ Hadwin, M Motie-Shirazi, BD Erath, SD Peterson

Applied Sciences, 9(13), 2735

2019

Estimating vocal fold contact pressure from raw laryngeal high-speed videoendoscopy using a Hertz contact model

ME Díaz-Cádiz, SD Peterson, GE Galindo, VM Espinoza, M Motie-Shirazi

Applied Sciences, 9(11), 2384

2019

Toward development of a vocal fold contact pressure probe: Bench-top validation of a dual-sensor probe using excised human larynx models

DD Mehta, JB Kobler, SM Zeitels, M Zañartu, BD Erath, M Motie-Shirazi

Applied Sciences, 9(20), 4360

2017

Numerical and analytical investigation of irrigant penetration into dentinal microtubules

M Motie-Shirazi, O Abouali, H Emdad, M Nabavizadeh, H Mirhadi, G Ahmadi

Computers in Biology and Medicine, 89, 1-17

2014

Numerical investigation of irrigant penetration into dentinal microtubules

M Motie-Shirazi, O Abouali, H Emdad, MR Nabavizadeh, H Mirhadi, G Ahmadi

Proceedings of the ASME 2014 12th International Conference on Nanochannels, Microchannels, and Minichannels (ICNMM2014)

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