Mohammad Pourhomayoun

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 13

Top Topics

Contextual Features

Health Monitoring

Radiation Therapy

Top Venues

IEEE J. Biomed. Health Informatics

PerCom Workshops

Publications

Dikshant Sagar, Farnaz Mohammadi, Mohammad Pourhomayoun, Jooeun Joen, Navid Amini
Deep Learning Based GABA Edited-MRS Signal Reconstruction. ISVC (1) (2023)
Thomas S. Huang, Nga T. Chung, Alex Dunn, Erik Hovland, Jason Kang, Thomas Loubrieu, Jessica Neu, Joe Roberts, Sina Hasheminassab, Kevin Marlis, Liam Bindle, Lucas Estrada, Daniel Jacob, Randall V. Martin, Jeanne Holm, Mohammad Pourhomayoun, Daven Henze, Muhammad Omar Nawaz, Chaowei Yang, Qian Liu
An Advanced Open-Source Platform for Air Quality Analysis, Visualization, and Prediction. IGARSS (2022)
Pratyush Muthukumar, Shaurya Pathak, Kabir Nagrecha, Hirad Hosseini, Dawn Comer, Navid Amini, Jeanne Holm, Mohammad Pourhomayoun
Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM. CSCI (2022)
Tae Hong, Farnaz Mohammadi, Rohan Chatterjee, Eric Chan, Mohammad Pourhomayoun, Vahid Mohammadzadeh, Kouros Nouri-Mahdavi, Navid Amini
A Novel Similarity Measure for Retinal Optical Coherence Tomography Images. ISVC (2) (2021)
Mohammed Kuko, Mohammad Pourhomayoun
Single and Clustered Cervical Cell Classification with Ensemble and Deep Learning Methods. Inf. Syst. Frontiers 22 (5) (2020)
Mohammed Kuko, Mohammad Pourhomayoun
An Ensemble Machine Learning Method for Single and Clustered Cervical Cell Classification. IRI (2019)
Frank C. Day, Mohammad Pourhomayoun, Deidre Keeves, Andrew F. Lees, Majid Sarrafzadeh, Douglas S. Bell, Michael A. Pfeffer
Feasibility study of an EHR-integrated mobile shared decision making application. Int. J. Medical Informatics 124 (2019)
Nabil Alshurafa, Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh, Jo-Ann Eastwood
Remote Health Monitoring Outcome Success Prediction Using Baseline and First Month Intervention Data. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Steve Shim, Mohammad Pourhomayoun
Predicting Movie Market Revenue Using Social Media Data. IRI (2017)
Dzung Tri Nguyen, Eli Cohen, Mohammad Pourhomayoun, Nabil Alshurafa
SwallowNet: Recurrent neural network detects and characterizes eating patterns. PerCom Workshops (2017)
Haik Kalantarian, Bobak Mortazavi, Mohammad Pourhomayoun, Nabil Alshurafa, Majid Sarrafzadeh
Probabilistic segmentation of time-series audio signals using Support Vector Machines. Microprocess. Microsystems 46 (2016)
Bobak Jack Mortazavi, Mohammad Pourhomayoun, Sunghoon Ivan Lee, Suneil Nyamathi, Brandon Wu, Majid Sarrafzadeh
User-optimized activity recognition for exergaming. Pervasive Mob. Comput. 26 (2016)
Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh
A flexible data-driven comorbidity feature extraction framework. Comput. Biol. Medicine 73 (2016)
Bobak Mortazavi, Mohammad Pourhomayoun, Suneil Nyamathi, Brandon Wu, Sunghoon Ivan Lee, Majid Sarrafzadeh
Multiple model recognition for near-realistic exergaming. PerCom (2015)
Costas Sideris, Nabil Alshurafa, Mohammad Pourhomayoun, Farhad Shahmohammadi, Lauren Samy, Majid Sarrafzadeh
A data-driven feature extraction framework for predicting the severity of condition of congestive heart failure patients. EMBC (2015)
Haik Kalantarian, Nabil Alshurafa, Mohammad Pourhomayoun, Majid Sarrafzadeh
Power optimization for wearable devices. PerCom Workshops (2015)
Frank C. Day, Majid Sarrafzadeh, Stephanie Smith, Mohammad Pourhomayoun, Konstantinos Sideris, Amogh Param, Jonathan Ben-Hamou, Deidre Keeves, Michael A. Pfeffer, Douglas S. Bell
An EHR-Integrated Shared Decision Making Mobile App for Prostate Cancer Screening. AMIA (2015)
Nabil Alshurafa, Jo-Ann Eastwood, Suneil Nyamathi, Jason J. Liu, Wenyao Xu, Hassan Ghasemzadeh, Mohammad Pourhomayoun, Majid Sarrafzadeh
Improving Compliance in Remote Healthcare Systems Through Smartphone Battery Optimization. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Bobak Mortazavi, Mohammad Pourhomayoun, Hassan Ghasemzadeh, Roozbeh Jafari, Christian K. Roberts, Majid Sarrafzadeh
Context-Aware Data Processing to Enhance Quality of Measurements in Wireless Health Systems: An Application to MET Calculation of Exergaming Actions. IEEE Internet Things J. 2 (1) (2015)
Costas Sideris, Nabil Alshurafa, Behnam Shahbazi, Majid Sarrafzadeh, Mohammad Pourhomayoun
Using electronic health records to predict severity of condition for congestive heart failure patients. UbiComp Adjunct (2014)
Mohammad Pourhomayoun, Zhanpeng Jin, Mark L. Fowler
Accurate Localization of In-Body Medical Implants Based on Spatial Sparsity. IEEE Trans. Biomed. Eng. 61 (2) (2014)
Mohammad Pourhomayoun, Mark L. Fowler
Cramer-Rao lower bound for frequency estimation for coherent pulse train with unknown pulse. IEEE Trans. Aerosp. Electron. Syst. 50 (2) (2014)
Bobak Jack Mortazavi, Mohammad Pourhomayoun, Gabriel Alsheikh, Nabil Alshurafa, Sunghoon Ivan Lee, Majid Sarrafzadeh
Determining the Single Best Axis for Exercise Repetition Recognition and Counting on SmartWatches. BSN (2014)
Nabil Alshurafa, Jo-Ann Eastwood, Mohammad Pourhomayoun, Jason J. Liu, Majid Sarrafzadeh
Remote health monitoring: Predicting outcome success based on contextual features for cardiovascular disease. EMBC (2014)
Mohammad Pourhomayoun, Mark L. Fowler
Distributed computation for direct position determination emitter location. IEEE Trans. Aerosp. Electron. Syst. 50 (4) (2014)
Nabil Alshurafa, Jo-Ann Eastwood, Mohammad Pourhomayoun, Suneil Nyamathi, Lily Bao, Bobak Mortazavi, Majid Sarrafzadeh
Anti-Cheating: Detecting Self-Inflicted and Impersonator Cheaters for Remote Health Monitoring Systems with Wearable Sensors. BSN (2014)
Nabil Alshurafa, Jo-Ann Eastwood, Mohammad Pourhomayoun, Jason J. Liu, Suneil Nyamathi, Majid Sarrafzadeh
A Framework for Predicting Adherence in Remote Health Monitoring Systems. Wireless Health (2014)
Mohammad Pourhomayoun, Zhanpeng Jin, Mark L. Fowler
Accurate tumor localization and tracking in radiation therapy using wireless body sensor networks. Comput. Biol. Medicine 50 (2014)
Mohammad Pourhomayoun, Peter Dugan, Marian Popescu, Denise Risch, Hal Lewis, Christopher W. Clark
Classification for Big Dataset of Bioacoustic Signals Based on Human Scoring System and Artificial Neural Network CoRR (2013)
Marian Popescu, Peter Dugan, Mohammad Pourhomayoun, Denise Risch, Hal Lewis, Christopher W. Clark
Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection. CoRR (2013)
Mohammad Pourhomayoun, Peter Dugan, Marian Popescu, Christopher W. Clark
Bioacoustic Signal Classification Based on Continuous Region Processing, Grid Masking and Artificial Neural Network CoRR (2013)
Peter Dugan, Mohammad Pourhomayoun, Yu Shiu, Rosemary D. Paradis, Aaron Rice, Christopher W. Clark
Using High Performance Computing to Explore Large Complex Bioacoustic Soundscapes: Case Study for Right Whale Acoustics. Complex Adaptive Systems (2013)
Mohammad Pourhomayoun, Zhanpeng Jin, Mark L. Fowler
Indoor Localization, Tracking and Fall Detection for Assistive Healthcare Based on Spatial Sparsity and Wireless Sensor Network. Int. J. Monit. Surveillance Technol. Res. 1 (2) (2013)
Mohammad Pourhomayoun, Mark L. Fowler, N. Eva Wu
Spatial sparsity based emitter localization. CISS (2012)
Mohammad Pourhomayoun, Mark L. Fowler
Sensor network distributed computation for Direct Position Determination. SAM (2012)
Mohammad Pourhomayoun, Mark L. Fowler
Improving WLAN-based indoor mobile positioning using sparsity. ACSCC (2012)
Mohammad Pourhomayoun, Mark L. Fowler
De-noising by wiener filter and wavelet based methods for emitter localization systems. CISS (2012)
Mohammad Pourhomayoun, Mark L. Fowler, Zhanpeng Jin
A novel method for medical implant in-body localization. EMBC (2012)
Mohammad Pourhomayoun, Zhanpeng Jin, Mark L. Fowler
Spatial sparsity based indoor localization in wireless sensor network for assistive healthcare. EMBC (2012)
Mohammad Pourhomayoun, Mark L. Fowler, Zhanpeng Jin
A novel method for tumor localization and tracking in radiation therapy. ACSCC (2012)
Mohammad Pourhomayoun, Mark L. Fowler
Cramer-Rao lower bounds for estimation of phase in LBI based localization systems. ACSCC (2012)
Mohammad Pourhomayoun, Mark L. Fowler
An SVD approach for data compression in emitter location systems. ACSCC (2011)
Mohammad Pourhomayoun, Mark L. Fowler
Exploiting cross ambiguity function properties for data compression in emitter location systems. CISS (2011)