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 | 170 | 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 | 139 | 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 | 108 | 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 | 108 | 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 | 80 | 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 | 66 | 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 | 57 | 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 | 54 | 2016 |
Random forest based similarity learning for single cell RNA sequencing data MB Pouyan, D Kostka Bioinformatics 34 (13), i79-i88, 2018 | 44 | 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 | 33 | 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 | 31 | 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 | 29 | 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 | 24 | 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 | 23 | 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 | 17 | 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 | 17 | 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 | 17 | 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 | 16 | 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 | 15 | 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 | 15 | 2015 |