Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

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.
Download Paper

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.
Download Paper

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.
Download Paper

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.
Download Paper

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.
Download Paper

Conference Papers

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.
Download Paper

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.
Download Paper

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).
Download Paper