Maziyar Baran Pouyan
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Novel wearable seismocardiography and machine learning algorithms can assess clinical status of heart failure patients
OT Inan, M Baran Pouyan, AQ Javaid, S Dowling, M Etemadi, A Dorier, ...
Circulation: Heart Failure 11 (1), e004313, 2018
Automated seizure detection using limited-channel EEG and non-linear dimension reduction
J Birjandtalab, MB Pouyan, D Cogan, M Nourani, J Harvey
Computers in biology and medicine 82, 49-58, 2017
A non-EEG biosignals dataset for assessment and visualization of neurological status
J Birjandtalab, D Cogan, MB Pouyan, M Nourani
2016 IEEE International Workshop on Signal Processing Systems (SiPS), 110-114, 2016
An adaptive deep learning approach for PPG-based identification
V Jindal, J Birjandtalab, MB Pouyan, M Nourani
2016 38th Annual international conference of the IEEE engineering in …, 2016
In-bed posture classification and limb identification
S Ostadabbas, MB Pouyan, M Nourani, N Kehtarnavaz
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings …, 2014
Continuous eight-posture classification for bed-bound patients
MB Pouyan, S Ostadabbas, M Farshbaf, R Yousefi, M Nourani, ...
2013 6th International Conference on Biomedical Engineering and Informatics …, 2013
A pressure map dataset for posture and subject analytics
MB Pouyan, J Birjandtalab, M Heydarzadeh, M Nourani, S Ostadabbas
2017 IEEE EMBS international conference on biomedical & health informatics …, 2017
Nonlinear dimension reduction for EEG-based epileptic seizure detection
J Birjandtalab, MB Pouyan, M Nourani
2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016
Random forest based similarity learning for single cell RNA sequencing data
MB Pouyan, D Kostka
Bioinformatics 34 (13), i79-i88, 2018
Acoustical emission analysis by unsupervised graph mining: A novel biomarker of knee health status
S Hersek, MB Pouyan, CN Teague, MN Sawka, ML Millard-Stafford, ...
IEEE Transactions on Biomedical Engineering 65 (6), 1291-1300, 2017
A wrist-worn biosensor system for assessment of neurological status
D Cogan, MB Pouyan, M Nourani, J Harvey
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Unsupervised eeg analysis for automated epileptic seizure detection
J Birjandtalab, MB Pouyan, M Nourani
First International Workshop on Pattern Recognition 10011, 124-128, 2016
Detecting high-risk regions for pressure ulcer risk assessment
M Farshbaf, R Yousefi, MB Pouyan, S Ostadabbas, M Nourani, M Pompeo
2013 IEEE International Conference on Bioinformatics and Biomedicine, 255-260, 2013
Clustering single-cell expression data using random forest graphs
MB Pouyan, M Nourani
IEEE journal of biomedical and health informatics 21 (4), 1172-1181, 2016
Wearable knee health system employing novel physiological biomarkers
OT Inan, DC Whittingslow, CN Teague, S Hersek, MB Pouyan, ...
Journal of Applied Physiology 124 (3), 537-547, 2018
Quantifying the effects of increasing mechanical stress on knee acoustical emissions using unsupervised graph mining
HK Jeong, MB Pouyan, DC Whittingslow, V Ganti, OT Inan
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (3 …, 2018
Gaits analysis using pressure image for subject identification
M Heydarzadeh, J Birjandtalab, MB Pouyan, M Nourani, S Ostadabbas
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention
MB Pouyan, J Birjandtalab, M Nourani, MDM Pompeo
Computers in biology and medicine 75, 98-108, 2016
Context-specific language modeling for human trafficking detection from online advertisements
SS Esfahani, MJ Cafarella, MB Pouyan, G DeAngelo, E Eneva, AE Fano
Proceedings of the 57th annual meeting of the association for computational …, 2019
Sleep state classification using pressure sensor mats
MB Pouyan, M Nourani, M Pompeo
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
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