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portfolio
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publications
Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing
Published in Artificial Intelligence in Medicine (AIME), 2024
Natural language processing of social media to identify breast cancer medication use and reported side effects.
Recommended citation: Seibi Kobara, **Masoud Nateghi**, et al. (2024). "Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing." Artificial Intelligence in Medicine (AIME).
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Model-Based Electroencephalogram Instantaneous Frequency Tracking: Application in Automated Sleep-Wake Stage Classification
Published in Sensors, 2024
Kalman filter-based EEG instantaneous frequency features for automatic sleep stage classification.
Recommended citation: **Masoud Nateghi** et al. (2024). "Model-Based Electroencephalogram Instantaneous Frequency Tracking: Application in Automated Sleep-Wake Stage Classification." Sensors.
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Decoding Depression: Event Related Potential Dynamics and Predictive Neural Signatures of Depression Severity
Published in Journal of Affective Disorders, 2025
EEG event-related potential features for assessing depression and symptom severity.
Recommended citation: Bradly T. Stone, **Masoud Nateghi**, et al. (2025). "Decoding Depression: Event Related Potential Dynamics and Predictive Neural Signatures of Depression Severity." Journal of Affective Disorders.
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Prescreening Depression Using Wearable Electrocardiogram and Photoplethysmogram Data from a Psycholinguistic Experiment
Published in Physiological Measurement, 2025
ECG and PPG biomarkers for depression risk prescreening.
Recommended citation: Sajjad Karimi, **Masoud Nateghi**, et al. (2025). "Prescreening Depression Using Wearable Electrocardiogram and Photoplethysmogram Data from a Psycholinguistic Experiment." Physiological Measurement.
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A Psycholinguistics Protocol with Simultaneous Multimodal Physiological Data Collection for Individualized Pre-Screening Depressive Disorders
Published in protocols.io, 2025
A protocol for collecting multimodal physiological data in a psycholinguistic study.
Recommended citation: Reza Sameni, **Masoud Nateghi**, et al. (2025). "A Psycholinguistics Protocol with Simultaneous Multimodal Physiological Data Collection for Individualized Pre-Screening Depressive Disorders." protocols.io.
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Estimation-Theoretic Bias Reduction for Oscillometric Blood Pressure Readings
Published in AMIA Annual Symposium, 2026
An estimation-theoretic approach to reducing bias in oscillometric blood pressure measurements.
Recommended citation: **Masoud Nateghi** et al. (2025). "Estimation-Theoretic Bias Reduction for Oscillometric Blood Pressure Readings." AMIA 2026 Annual Symposium.
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A Kalman Filter-Based Framework for Granger Causality Assessment: Application in Tracking Maternal-Fetal Heart Rate Coupling
Published in IEEE Transactions on Biomedical Engineering, 2026
A Kalman filter framework for tracking directional maternal-fetal heart rate coupling.
Recommended citation: **Masoud Nateghi** et al. (2026). "A Kalman Filter-Based Framework for Granger Causality Assessment: Application in Tracking Maternal-Fetal Heart Rate Coupling." IEEE Transactions on Biomedical Engineering.
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Self-Supervised Representation Learning of Fetal Heart Rate Outperforms a Foundation Model in Identifying Fetal Acidosis
Published in Computing in Cardiology, 2026
Self-supervised fetal heart rate representations for identifying fetal acidosis.
Recommended citation: Johann Vargas-Calixto, **Masoud Nateghi**, et al. (2026). "Self-Supervised Representation Learning of Fetal Heart Rate Outperforms a Foundation Model in Identifying Fetal Acidosis." Computing in Cardiology.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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