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Mohammad Pourhomayoun
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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
2932021
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
1102014
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
1032015
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
742016
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
652013
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
552014
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
522012
Improving WLAN-based indoor mobile positioning using sparsity
M Pourhomayoun, M Fowler
2012 Conference Record of the Forty Sixth Asilomar Conference on Signals …, 2012
502012
Distributed computation for direct position determination emitter location
M Pourhomayoun, ML Fowler
IEEE Transactions on Aerospace and Electronic Systems 50 (4), 2878-2889, 2014
472014
Single and clustered cervical cell classification with ensemble and deep learning methods
M Kuko, M Pourhomayoun
Information Systems Frontiers 22 (5), 1039-1051, 2020
342020
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
332021
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
322014
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
322014
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
322014
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
312014
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
302019
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
282017
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
282014
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
282013
Spatial sparsity based emitter localization
M Pourhomayoun, ML Fowler, NE Wu
2012 46th annual conference on information sciences and systems (CISS), 1-4, 2012
272012
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Articles 1–20