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Author

Maziyar Baran Pouyan

Observed names: M. Baran Pouyan, Maziyar Bran Pouyan, Maziyar Pouyan, Pouyan Maziyar Baran, Pouyan, Maziyar Baran
Observed institutions: Northwestern University, Georgia Institute of Technology, Accenture (Switzerland), The University of Texas at Dallas, University of Pittsburgh, University of California, San Francisco, University of Isfahan, Accenture (United States)
ORCID: 0000-0003-4946-7659
Observed ORCID: 0000-0003-4946-7659
OpenAlex ID: A5005527065
Novel Wearable Seismocardiography and Machine Learning Algorithms Can Assess Clinical Status of Heart Failure Patients
2018 · Omer T. Inan, Maziyar Baran Pouyan, et al. · Circulation Heart Failure · 213
Automated seizure detection using limited-channel EEG and non-linear dimension reduction
2017 · Javad Birjandtalab, Maziyar Baran Pouyan, et al. · Computers in Biology and Medicine · 160
A Non-EEG Biosignals Dataset for Assessment and Visualization of Neurological Status
2016 · Javad Birjandtalab, Diana Cogan, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 128
An adaptive deep learning approach for PPG-based identification
2016 · V. Jindal, J. Birjandtalab, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 103
A pressure map dataset for posture and subject analytics
2017 · M. Baran Pouyan, J. Birjandtalab, et al. · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 86
In-bed posture classification and limb identification
2014 · Sarah Ostadabbas, Maziyar Baran Pouyan, et al. · IEEE Biomedical Circuits and Systems Conference (BioCAS) · 72
Nonlinear dimension reduction for EEG-based epileptic seizure detection
2016 · J. Birjandtalab, M. Baran Pouyan, et al. · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 61
Continuous eight-posture classification for bed-bound patients
2013 · M. Baran Pouyan, S. Ostadabbas, et al. · International Conference on Biomedical Engineering and Informatics (BMEI) · 54
Random forest based similarity learning for single cell RNA sequencing data
2018 · Maziyar Baran Pouyan, Dennis Kostka · Bioinformatics · 50
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Acoustical Emission Analysis by Unsupervised Graph Mining: A Novel Biomarker of Knee Health Status
2017 · Sinan Hersek, Maziyar Baran Pouyan, et al. · IEEE Transactions on Biomedical Engineering · 41
Unsupervised EEG analysis for automated epileptic seizure detection
2016 · Javad Birjandtalab, Maziyar Baran Pouyan, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 31
Wearable knee health system employing novel physiological biomarkers
2017 · Omer T. Inan, Daniel C. Whittingslow, et al. · Journal of Applied Physiology · 28
Quantifying the Effects of Increasing Mechanical Stress on Knee Acoustical Emissions Using Unsupervised Graph Mining
2018 · Hyeon-Ki Jeong, Maziyar Baran Pouyan, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 23
Clustering Single-Cell Expression Data Using Random Forest Graphs
2016 · Maziyar Baran Pouyan, Mehrdad Nourani · IEEE Journal of Biomedical and Health Informatics · 21
A wrist-worn biosensor system for assessment of neurological status
2014 · D. Cogan, M. Baran Pouyan, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 20
Detecting high-risk regions for pressure ulcer risk assessment
2013 · M. Farshbaf, R. Yousefi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 18
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements
2019 · Saeideh Shahrokh Esfahani, Michael J. Cafarella, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 17
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Sleep state classification using pressure sensor mats
2015 · M. Baran Pouyan, M. Nourani, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 15
Single and multi-subject clustering of flow cytometry data for cell-type identification and anomaly detection
2016 · Maziyar Baran Pouyan, Vasu Jindal, et al. · BMC Medical Genomics · 14
Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention
2016 · Maziyar Baran Pouyan, Javad Birjandtalab, et al. · Computers in Biology and Medicine · 14
Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis
2020 · Beren Semiz, Sinan Hersek, et al. · IEEE Journal of Biomedical and Health Informatics · 13
SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues
2025 · Kuo, Martin, Zhang, Jianyi, et al. · arXiv (Cornell University) · 8
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Gaits analysis using pressure image for subject identification
2017 · Mehrdad Heydar Zadeh, Javad Birjandtalab, et al. · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 8
A Hybrid Fuzzy-Firefly Approach for Rule-Based Classification
2014 · Maziyar Baran Pouyan, R. Yousefi, et al. · 8
A two-stage clustering technique for automatic biaxial gating of flow cytometry data
2015 · M. Baran Pouyan, V. Jindal, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 7
Works count: 46
Citation count: 1,262
H-index: 17
I10-index: 21
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