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Majid Sarrafzadeh
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- affiliation: University of California, Los Angeles, USA
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2020 – today
- 2024
- [i28]Haniyeh Ehsani Oskouie, Lionel M. Levine, Majid Sarrafzadeh:
Exploring Cross-model Neuronal Correlations in the Context of Predicting Model Performance and Generalizability. CoRR abs/2408.08448 (2024) - [i27]Haniyeh Ehsani Oskouie, Christina Chance, Claire Huang, Margaret Capetz, Elizabeth Eyeson, Majid Sarrafzadeh:
Leveraging Large Language Models and Topic Modeling for Toxicity Classification. CoRR abs/2411.17876 (2024) - 2023
- [c282]Shayan Fazeli, Lionel M. Levine, Mehrab Beikzadeh, Baharan Mirzasoleiman, Bita Zadeh, Tara Peris, Majid Sarrafzadeh:
A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-Modal Passive Sensing. ICDH 2023: 177-183 - [c281]Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh:
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. ICHI 2023: 111-117 - [i26]Shayan Fazeli, Lionel M. Levine, Mehrab Beikzadeh, Baharan Mirzasoleiman, Bita Zadeh, Tara Peris, Majid Sarrafzadeh:
A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-modal Passive Sensing. CoRR abs/2303.14267 (2023) - [i25]Anaelia Ovalle, Mehrab Beikzadeh, Parshan Teimouri, Kai-Wei Chang, Majid Sarrafzadeh:
ChatGPT for Us: Preserving Data Privacy in ChatGPT via Dialogue Text Ambiguation to Expand Mental Health Care Delivery. CoRR abs/2306.05552 (2023) - 2022
- [j159]Mohammad Kachuee
, Kimmo Kärkkäinen
, Orpaz Goldstein
, Sajad Darabi
, Majid Sarrafzadeh:
Generative Imputation and Stochastic Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1278-1288 (2022) - [c280]Shayan Fazeli, Lionel M. Levine, Mehrab Beikzadeh, Baharan Mirzasoleiman, Bita Zadeh, Tara Peris, Majid Sarrafzadeh:
Passive Monitoring of Physiological Precursors of Stress Leveraging Smartwatch Data. BIBM 2022: 2893-2899 - [c279]Ghazal Ershadi, Serena Hughes, Raja Sundaram, Majid Sarrafzadeh:
Comprehensive Musculoskeletal Care Platform Enabling At-home Patient Care. VISIGRAPP (2: HUCAPP) 2022: 190-196 - [i24]Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh:
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. CoRR abs/2205.09880 (2022) - [i23]Anaelia Ovalle, Sunipa Dev, Jieyu Zhao, Majid Sarrafzadeh, Kai-Wei Chang:
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN. CoRR abs/2211.08742 (2022) - 2021
- [j158]Farshad Firouzi
, Bahareh J. Farahani
, Mahmoud Daneshmand, Kathy Grise
, Jaeseung Song
, Roberto Saracco
, Lucy Lu Wang
, Kyle Lo, Plamen Angelov
, Eduardo A. Soares
, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo
, Rupam Das
, Hadi Heidari
, Dana K. Pasquale
, James Moody, Chris Woods, Erich S. Huang
, Payam M. Barnaghi
, Majid Sarrafzadeh, Ron C. Li
, Kristen L. Beck
, Olexandr Isayev
, NakMyoung Sung, Alan Luo
:
Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World. IEEE Internet Things J. 8(16): 12826-12846 (2021) - [c278]Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh:
Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images. BHI 2021: 1-5 - [c277]Davina Zamanzadeh, Panayiotis Petousis, Tyler A. Davis, Susanne B. Nicholas, Keith C. Norris, Katherine R. Tuttle
, Alex A. T. Bui, Majid Sarrafzadeh:
Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets. EMBC 2021: 2303-2309 - [c276]Ghazal Ershadi
, Migyeong Gwak
, Jane Liu, Gichan Lee, Afshin Aminian, Majid Sarrafzadeh:
GAIToe: Gait Analysis Utilizing an IMU for Toe Walking Detection and Intervention. HealthyIoT 2021: 180-195 - [c275]Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh:
Unsupervised Acute Intracranial Hemorrhage Segmentation With Mixture Models. ICHI 2021: 120-129 - [c274]Migyeong Gwak, Tyler Davis, Majid Sarrafzadeh, Ellen Woo:
Psychological Stress Detection in Older Adults with Cognitive Impairment Using Photoplethysmography. ICHI 2021: 209-213 - [c273]Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh:
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. ICHI 2021: 248-257 - [c272]Ghazal Ershadi, Migyeong Gwak, Afshin Aminian, Rahul Soangra, Marybeth Grant-Beuttler
, Majid Sarrafzadeh:
Smart Insole: Remote Gait Detection Algorithm Using Pressure Sensors For Toe Walking Rehabilitation. WF-IoT 2021: 332-337 - [i22]Shayan Fazeli, Davina Zamanzadeh, Anaelia Ovalle
, Thu Nguyen, Gilbert Gee, Majid Sarrafzadeh:
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations. CoRR abs/2104.10807 (2021) - [i21]Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh:
Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models. CoRR abs/2105.05891 (2021) - [i20]Shayan Fazeli, Majid Sarrafzadeh:
A Framework for Neural Topic Modeling of Text Corpora. CoRR abs/2108.08946 (2021) - [i19]Sajad Darabi, Shayan Fazeli, Ali Pazoki, Sriram Sankararaman, Majid Sarrafzadeh:
Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain. CoRR abs/2108.12296 (2021) - 2020
- [j157]Orpaz Goldstein
, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh:
Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data. ACM Trans. Comput. Heal. 1(3): 15:1-15:17 (2020) - [j156]Sajad Darabi
, Mohammad Kachuee
, Shayan Fazeli
, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24(11): 3268-3275 (2020) - [c271]Lionel M. Levine, Migyeong Gwak
, Kimmo Kärkkäinen, Shayan Fazeli
, Bita Zadeh, Tara Peris, Alexander S. Young
, Majid Sarrafzadeh:
Anxiety Detection Leveraging Mobile Passive Sensing. BODYNETS 2020: 212-225 - [c270]Orpaz Goldstein, Anant Shah, Derek J. Shiell, Mehrdad Arshad Rad, William Pressly, Majid Sarrafzadeh:
Edge Architecture for Dynamic Data Stream Analysis and Manipulation. EDGE 2020: 33-49 - [c269]Majid Sarrafzadeh:
Olivia Health Analytic Platform. HealthDL@MobiSys 2020: 9 - [i18]Shayan Fazeli, Majid Sarrafzadeh:
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards. CoRR abs/2006.05276 (2020) - [i17]Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh:
Transfer Learning for Activity Recognition in Mobile Health. CoRR abs/2007.06062 (2020) - [i16]Lionel M. Levine, Migyeong Gwak, Kimmo Kärkkäinen, Shayan Fazeli, Bita Zadeh, Tara Peris, Alexander S. Young, Majid Sarrafzadeh:
Anxiety Detection Leveraging Mobile Passive Sensing. CoRR abs/2008.03810 (2020) - [i15]Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh:
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. CoRR abs/2008.07342 (2020) - [i14]Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh:
Real-Time Decentralized knowledge Transfer at the Edge. CoRR abs/2011.05961 (2020)
2010 – 2019
- 2019
- [j155]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: 24-30 (2019) - [j154]Mohammad Kachuee
, Sajad Darabi, Babak Moatamed
, Majid Sarrafzadeh:
Dynamic Feature Acquisition Using Denoising Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2252-2262 (2019) - [c268]Anahita Hosseini, Majid Sarrafzadeh:
Unsupervised Prediction of Negative Health Events Ahead of Time. BHI 2019: 1-4 - [c267]Migyeong Gwak, Shayan Fazeli, Ghazaal Ershadi, Majid Sarrafzadeh, Melina Ghodsi, Afshin Aminian, John A. Schlechter:
EXTRA: Exercise Tracking and Analysis Platform for Remote-monitoring of Knee Rehabilitation. BSN 2019: 1-4 - [c266]Anahita Hosseini, Davina Zamanzadeh, Lisa Valencia, Rima Habre
, Alex A. T. Bui, Majid Sarrafzadeh:
Domain Adaptation in Children Activity Recognition. EMBC 2019: 1725-1728 - [c265]Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh:
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks. ICDM Workshops 2019: 949-957 - [c264]Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh:
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. ICLR (Poster) 2019 - [c263]Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh:
The role of PPG in identification of mild cognitive impairment. PETRA 2019: 32-35 - [i13]Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh:
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. CoRR abs/1901.00243 (2019) - [i12]Anahita Hosseini, Majid Sarrafzadeh:
Unsupervised Prediction of Negative Health Events Ahead of Time. CoRR abs/1901.11168 (2019) - [i11]Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh:
Nutrition and Health Data for Cost-Sensitive Learning. CoRR abs/1902.07102 (2019) - [i10]Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh:
Generative Imputation and Stochastic Prediction. CoRR abs/1905.09340 (2019) - [i9]Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. CoRR abs/1908.03971 (2019) - [i8]Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh:
Target-Focused Feature Selection Using a Bayesian Approach. CoRR abs/1909.06772 (2019) - [i7]Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh:
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector. CoRR abs/1910.01803 (2019) - [i6]Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh:
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance. CoRR abs/1912.08281 (2019) - [i5]Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh:
Group-Connected Multilayer Perceptron Networks. CoRR abs/1912.09600 (2019) - [i4]Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh:
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks. CoRR abs/1912.10552 (2019) - 2018
- [j153]Christine E. King, Majid Sarrafzadeh:
A Survey of Smartwatches in Remote Health Monitoring. J. Heal. Informatics Res. 2(1-2): 1-24 (2018) - [c262]Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh:
HeteroMed: Heterogeneous Information Network for Medical Diagnosis. CIKM 2018: 763-772 - [c261]Anahita Hosseini, Shayan Fazeli, Eleanne van Vliet, Lisa Valencia, Rima Habre
, Majid Sarrafzadeh, Alex A. T. Bui:
Children Activity Recognition: Challenges and Strategies. EMBC 2018: 4331-4334 - [c260]Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh:
The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. GlobalSIP 2018: 434-438 - [c259]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. ICHI 2018: 443-444 - [i3]Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh:
HeteroMed: Heterogeneous Information Network for Medical Diagnosis. CoRR abs/1804.08052 (2018) - [i2]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. CoRR abs/1805.00794 (2018) - [i1]Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh:
Dynamic Feature Acquisition Using Denoising Autoencoders. CoRR abs/1811.01249 (2018) - 2017
- [j152]Haik Kalantarian, Majid Sarrafzadeh:
Probabilistic time-series segmentation. Pervasive Mob. Comput. 41: 397-412 (2017) - [j151]Haik Kalantarian, Nabil Alshurafa
, Majid Sarrafzadeh:
A Survey of Diet Monitoring Technology. IEEE Pervasive Comput. 16(1): 57-65 (2017) - [j150]Anahita Hosseini, Chris M. Buonocore, Sepideh Hashemzadeh, Hannaneh Hojaiji
, Haik Kalantarian, Costas Sideris, Alex A. T. Bui, Christine E. King
, Majid Sarrafzadeh:
Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. Sensors 17(8): 1780 (2017) - [j149]Haik Kalantarian
, Costas Sideris, Bobak Mortazavi, Nabil Alshurafa
, Majid Sarrafzadeh:
Dynamic Computation Offloading for Low-Power Wearable Health Monitoring Systems. IEEE Trans. Biomed. Eng. 64(3): 621-628 (2017) - [j148]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): 507-514 (2017) - [j147]Haik Kalantarian, Costas Sideris, Majid Sarrafzadeh:
A Hierarchical Classification and Segmentation Scheme for Processing Sensor Data. IEEE J. Biomed. Health Informatics 21(3): 672-681 (2017) - [c258]Chris M. Buonocore, Rosemary A. Rocchio, Alfonso Roman, Christine E. King, Majid Sarrafzadeh:
Wireless Sensor-Dependent Ecological Momentary Assessment for Pediatric Asthma mHealth Applications. CHASE 2017: 137-146 - [c257]Farhad Shahmohammadi, Anahita Hosseini, Christine E. King, Majid Sarrafzadeh:
Smartwatch Based Activity Recognition Using Active Learning. CHASE 2017: 321-329 - [c256]Hannaneh Hojaiji
, Orpaz Goldstein, Christine E. King, Majid Sarrafzadeh, Michael Jerrett:
Design and calibration of a wearable and wireless research grade air quality monitoring system for real-time data collection. GHTC 2017: 1-10 - [c255]Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh:
Context-aware feature query to improve the prediction performance. GlobalSIP 2017: 838-842 - [c254]Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang
, James Leiter, Daniel C. Lu, Majid Sarrafzadeh:
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting. ICHI 2017: 478-483 - 2016
- [j146]Haik Kalantarian, Babak Moatamed, Nabil Alshurafa
, Majid Sarrafzadeh:
A wearable sensor system for medication adherence prediction. Artif. Intell. Medicine 69: 43-52 (2016) - [j145]Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh:
A flexible data-driven comorbidity feature extraction framework. Comput. Biol. Medicine 73: 165-172 (2016) - [j144]Haik Kalantarian, Bobak Mortazavi, Mohammad Pourhomayoun, Nabil Alshurafa
, Majid Sarrafzadeh:
Probabilistic segmentation of time-series audio signals using Support Vector Machines. Microprocess. Microsystems 46: 96-104 (2016) - [j143]Bobak Jack Mortazavi
, Mohammad Pourhomayoun, Sunghoon Ivan Lee, Suneil Nyamathi, Brandon Wu, Majid Sarrafzadeh:
User-optimized activity recognition for exergaming. Pervasive Mob. Comput. 26: 3-16 (2016) - [j142]Jonathan Woodbridge, Bobak Mortazavi
, Alex A. T. Bui, Majid Sarrafzadeh:
Improving biomedical signal search results in big data case-based reasoning environments. Pervasive Mob. Comput. 28: 69-80 (2016) - [j141]Ming-Chun Huang
, Jason J. Liu, Wenyao Xu, Changzhan Gu, Changzhi Li
, Majid Sarrafzadeh:
A Self-Calibrating Radar Sensor System for Measuring Vital Signs. IEEE Trans. Biomed. Circuits Syst. 10(2): 352-363 (2016) - [j140]Sunghoon Ivan Lee, Bobak Mortazavi, Haydn A. Hoffman
, Derek S. Lu, Charles Li
, Brian H. Paak, Jordan H. Garst, Mehrdad Razaghy, Marie Espinal, Eunjeong Park, Daniel C. Lu, Majid Sarrafzadeh:
A Prediction Model for Functional Outcomes in Spinal Cord Disorder Patients Using Gaussian Process Regression. IEEE J. Biomed. Health Informatics 20(1): 91-99 (2016) - [c253]Haik Kalantarian, Costas Sideris, Tuan Le, Christine E. King, Majid Sarrafzadeh:
A framework for probabilistic segmentation of continuous sensor signals. BSN 2016: 19-24 - [c252]Anahita Hosseini, Chris M. Buonocore, Sepideh Hashemzadeh, Hannaneh Hojaiji
, Haik Kalantarian, Costas Sideris, Alex A. T. Bui, Christine E. King, Majid Sarrafzadeh:
HIPAA compliant wireless sensing smartwatch application for the self-management of pediatric asthma. BSN 2016: 49-54 - [c251]Babak Moatamed, Arjun
, Farhad Shahmohammadi, Ramin Ramezani, Arash Naeim, Majid Sarrafzadeh:
Low-cost indoor health monitoring system. BSN 2016: 159-164 - [c250]Ebrahim Nemati, Young Soo Suh, Babak Moatamed, Majid Sarrafzadeh:
Gait velocity estimation for a smartwatch platform using Kalman filter peak recovery. BSN 2016: 230-235 - [c249]Young Soo Suh, Ebrahim Nemati, Majid Sarrafzadeh:
Kalman-Filter-Based Walking Distance Estimation for a Smart-Watch. CHASE 2016: 150-156 - [c248]Anahita Hosseini, Haik Kalantarian, Majid Sarrafzadeh:
Adaptive data processing for real-time nutrition monitoring. EMBC 2016: 1882-1885 - [c247]Lauren Samy, Paul M. Macey
, Majid Sarrafzadeh:
A daytime obstructive sleep apnea severity assessment framework. EMBC 2016: 2365-2369 - [c246]Haik Kalantarian, Costas Sideris, Tuan Le, Anahita Hosseini, Majid Sarrafzadeh:
Computation offloading for real-time health-monitoring devices. EMBC 2016: 4971-4974 - [c245]Ebrahim Nemati, Konstantinos Sideris, Haik Kalantarian, Majid Sarrafzadeh:
A dynamic data source selection system for smartwatch platform. EMBC 2016: 5993-5996 - [c244]Haik Kalantarian, Majid Sarrafzadeh, Shibo Zhang, Nabil Alshurafa
:
An Iterative Dimensionality-Scaling System for Real-Time Health Monitoring Applications. ICHI 2016: 488-494 - [c243]Costas Sideris, Sakib Shaikh, Haik Kalantarian, Majid Sarrafzadeh:
A Big-Data platform for Medical Knowledge Extraction from Electronic Health Records: Automatic Assignment of ICD-9 Codes. PETRA 2016: 77 - [c242]Costas Sideris, Haik Kalantarian, Ebrahim Nemati, Majid Sarrafzadeh:
Building Continuous Arterial Blood Pressure Prediction Models Using Recurrent Networks. SMARTCOMP 2016: 1-5 - 2015
- [j139]Haik Kalantarian, Nabil Alshurafa
, Tuan Le, Majid Sarrafzadeh:
Monitoring eating habits using a piezoelectric sensor-based necklace. Comput. Biol. Medicine 58: 46-55 (2015) - [j138]Haik Kalantarian, Majid Sarrafzadeh:
Audio-based detection and evaluation of eating behavior using the smartwatch platform. Comput. Biol. Medicine 65: 1-9 (2015) - [j137]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): 84-93 (2015) - [j136]Bobak Mortazavi, Ebrahim Nemati, Kristina VanderWall, Hector G. Flores-Rodriguez, Jun Yu Jacinta Cai, Jessica Lucier, Arash Naeim, Majid Sarrafzadeh:
Can Smartwatches Replace Smartphones for Posture Tracking? Sensors 15(10): 26783-26800 (2015) - [j135]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): 57-63 (2015) - [j134]Jason J. Liu, Ming-Chun Huang
, Wenyao Xu, Xiaoyi Zhang, Luke Stevens
, Nabil Alshurafa
, Majid Sarrafzadeh:
BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array. IEEE J. Biomed. Health Informatics 19(5): 1682-1688 (2015) - [j133]Hassan Ghasemzadeh, Navid Amini, Ramyar Saeedi, Majid Sarrafzadeh:
Power-Aware Computing in Wearable Sensor Networks: An Optimal Feature Selection. IEEE Trans. Mob. Comput. 14(4): 800-812 (2015) - [c241]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 - [c240]Haik Kalantarian, Nabil Alshurafa
, Ebrahim Nemati, Tuan Le, Majid Sarrafzadeh:
A smartwatch-based medication adherence system. BSN 2015: 1-6 - [c239]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: 2534-2537 - [c238]Lauren Samy, Paul M. Macey
, Majid Sarrafzadeh:
A gender-aware framework for the daytime detection of obstructive sleep apnea. EMBC 2015: 7683-7687 - [c237]Bobak Mortazavi, Mohammad Pourhomayoun, Suneil Nyamathi, Brandon Wu, Sunghoon Ivan Lee, Majid Sarrafzadeh:
Multiple model recognition for near-realistic exergaming. PerCom 2015: 140-148 - [c236]Haik Kalantarian, Nabil Alshurafa
, Tuan Le, Majid Sarrafzadeh:
Non-invasive detection of medication adherence using a digital smart necklace. PerCom Workshops 2015: 348-353 - [c235]Yuchao Ma, Sharon Henry, Alex Kierlanczyk, Majid Sarrafzadeh, Joseph Caprioli, Kouros Nouri-Mahdavi, Hassan Ghasemzadeh, Navid Amini:
Investigation of gait characteristics in glaucoma patients with a shoe-integrated sensing system. PerCom Workshops 2015: 433-438 - [c234]Haik Kalantarian, Nabil Alshurafa
, Mohammad Pourhomayoun, Majid Sarrafzadeh:
Power optimization for wearable devices. PerCom Workshops 2015: 568-573 - [c233]Lauren Samy, Paul M. Macey
, Nabil Alshurafa
, Majid Sarrafzadeh:
An automated framework for predicting obstructive sleep apnea using a brief, daytime, non-intrusive test procedure. PETRA 2015: 70:1-70:8 - [c232]Costas Sideris, Nabil Alshurafa
, Haik Kalantarian, Majid Sarrafzadeh, Jo-Ann Eastwood:
Effects of coaching on adherence in remote health monitoring systems: analysis and prediction of participant adherence. Wireless Health 2015: 10:1-10:8 - 2014
- [j132]Jason J. Liu, Wenyao Xu, Ming-Chun Huang
, Nabil Alshurafa
, Majid Sarrafzadeh, Nitin Raut, Behrooz Yadegar:
Sleep posture analysis using a dense pressure sensitive bedsheet. Pervasive Mob. Comput. 10: 34-50 (2014) - [j131]Mahsan Rofouei, Miodrag Potkonjak, Majid Sarrafzadeh:
Energy Efficient Collaborative Sensing-Based Design: Soft Keyboard Case Study. IEEE Trans. Hum. Mach. Syst. 44(1): 115-124 (2014) - [j130]José Bravo
, Antonio Coronato
, Kevin Curran
, Giuseppe De Pietro
, Qiushi Ren, Majid Sarrafzadeh:
Editorial to the Special Section on Ambient Intelligence and Assistive Technologies for Cognitive Impaired People. IEEE J. Biomed. Health Informatics 18(1): 352 (2014) - [j129]Honggang Wang
, Athanasios V. Vasilakos
, Majid Sarrafzadeh, Chenyang Lu:
Guest Editorial: Emerging Wireless Body Area Networks (WBANs) for Ubiquitous Healthcare. IEEE J. Biomed. Health Informatics 18(2): 403 (2014) - [j128]