| Predicting mortality risk in patients with COVID-19 using machine learning to help medical decision-making M Pourhomayoun, M Shakibi Smart health 20, 100178, 2021 | 306 | 2021 |
| Determining the single best axis for exercise repetition recognition and counting on smartwatches BJ Mortazavi, M Pourhomayoun, G Alsheikh, N Alshurafa, SI Lee, ... 2014 11th international conference on wearable and implantable body sensor …, 2014 | 113 | 2014 |
| Recognition of nutrition intake using time-frequency decomposition in a wearable necklace using a piezoelectric sensor N Alshurafa, H Kalantarian, M Pourhomayoun, JJ Liu, S Sarin, ... IEEE sensors journal 15 (7), 3909-3916, 2015 | 105 | 2015 |
| Remote health monitoring outcome success prediction using baseline and first month intervention data N Alshurafa, C Sideris, M Pourhomayoun, H Kalantarian, M Sarrafzadeh, ... IEEE journal of biomedical and health informatics 21 (2), 507-514, 2016 | 78 | 2016 |
| Accurate localization of in-body medical implants based on spatial sparsity M Pourhomayoun, Z Jin, ML Fowler IEEE Transactions on Biomedical Engineering 61 (2), 590-597, 2013 | 68 | 2013 |
| Improving compliance in remote healthcare systems through smartphone battery optimization N Alshurafa, JA Eastwood, S Nyamathi, JJ Liu, W Xu, H Ghasemzadeh, ... IEEE Journal of Biomedical and Health Informatics 19 (1), 57-63, 2014 | 58 | 2014 |
| Improving WLAN-based indoor mobile positioning using sparsity M Pourhomayoun, M Fowler 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012 | 55 | 2012 |
| A novel method for medical implant in-body localization M Pourhomayoun, M Fowler, Z Jin 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 52 | 2012 |
| Distributed computation for direct position determination emitter location M Pourhomayoun, ML Fowler IEEE Transactions on Aerospace and Electronic Systems 50 (4), 2878-2889, 2014 | 48 | 2014 |
| Predicting PM2. 5 atmospheric air pollution using deep learning with meteorological data and ground-based observations and remote-sensing satellite big data P Muthukumar, E Cocom, K Nagrecha, D Comer, I Burga, J Taub, ... Air Quality, Atmosphere & Health, 1-14, 2021 | 39 | 2021 |
| Single and clustered cervical cell classification with ensemble and deep learning methods M Kuko, M Pourhomayoun Information Systems Frontiers 22 (5), 1039-1051, 2020 | 36 | 2020 |
| Spectrogram-based audio classification of nutrition intake H Kalantarian, N Alshurafa, M Pourhomayoun, S Sarin, T Le, ... 2014 IEEE Healthcare Innovation Conference (HIC), 161-164, 2014 | 33 | 2014 |
| Anti-cheating: Detecting self-inflicted and impersonator cheaters for remote health monitoring systems with wearable sensors N Alshurafa, JA Eastwood, M Pourhomayoun, S Nyamathi, L Bao, ... 2014 11th International Conference on Wearable and Implantable Body Sensor …, 2014 | 33 | 2014 |
| Risk prediction of critical vital signs for ICU patients using recurrent neural network D Chang, D Chang, M Pourhomayoun 2019 International Conference on Computational Science and Computational …, 2019 | 32 | 2019 |
| Feasibility study of an EHR-integrated mobile shared decision making application FC Day, M Pourhomayoun, D Keeves, AF Lees, M Sarrafzadeh, D Bell, ... International journal of medical informatics 124, 24-30, 2019 | 31 | 2019 |
| Multiple model analytics for adverse event prediction in remote health monitoring systems M Pourhomayoun, N Alshurafa, B Mortazavi, H Ghasemzadeh, K Sideris, ... 2014 IEEE Healthcare Innovation Conference (HIC), 106-110, 2014 | 31 | 2014 |
| Battery optimization in smartphones for remote health monitoring systems to enhance user adherence N Alshurafa, JA Eastwood, S Nyamathi, W Xu, JJ Liu, M Sarrafzadeh Proceedings of the 7th international conference on PErvasive Technologies …, 2014 | 31 | 2014 |
| Context-aware data processing to enhance quality of measurements in wireless health systems: An application to met calculation of exergaming actions B Mortazavi, M Pourhomayoun, H Ghasemzadeh, R Jafari, CK Roberts, ... IEEE Internet of Things Journal 2 (1), 84-93, 2014 | 29 | 2014 |
| SwallowNet: Recurrent neural network detects and characterizes eating patterns DT Nguyen, E Cohen, M Pourhomayoun, N Alshurafa 2017 IEEE International Conference on Pervasive Computing and Communications …, 2017 | 28 | 2017 |
| Using High Performance Computing to Explore Large Complex Bioacoustic Soundscapes: Case Study for Right Whale Acoustics. P Dugan, M Pourhomayoun, Y Shiu, RD Paradis, A Rice, CW Clark Complex Adaptive Systems, 156-162, 2013 | 28 | 2013 |
