Majid Sarrafzadeh

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 104

Top Venues

CoRR

IEEE J. Biomed. Health Informatics

EMBC

BSN

Publications

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)
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. ICHI (2023)
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 (2023)
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 (2023)
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)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
Generative Imputation and Stochastic Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Anaelia Ovalle, Sunipa Dev, Jieyu Zhao, Majid Sarrafzadeh, Kai-Wei Chang
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN. CoRR (2022)
Ghazal Ershadi, Serena Hughes, Raja Sundaram, Majid Sarrafzadeh
Comprehensive Musculoskeletal Care Platform Enabling At-home Patient Care. VISIGRAPP (2: HUCAPP) (2022)
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. CoRR (2022)
Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen P. 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 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) (2021)
Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh
Unsupervised Acute Intracranial Hemorrhage Segmentation With Mixture Models. ICHI (2021)
Shayan Fazeli, Majid Sarrafzadeh
A Framework for Neural Topic Modeling of Text Corpora. CoRR (2021)
Sajad Darabi, Shayan Fazeli, Ali Pazoki, Sriram Sankararaman, Majid Sarrafzadeh
Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain. CoRR (2021)
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)
Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh
Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images. BHI (2021)
Migyeong Gwak, Tyler Davis, Majid Sarrafzadeh, Ellen Woo
Psychological Stress Detection in Older Adults with Cognitive Impairment Using Photoplethysmography. ICHI (2021)
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)
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)
Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. ICHI (2021)
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 (2021)
Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh
Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models. CoRR (2021)
Shayan Fazeli, Majid Sarrafzadeh
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards. CoRR (2020)
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)
Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. CoRR (2020)
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 (2020)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Majid Sarrafzadeh
Olivia Health Analytic Platform. HealthDL@MobiSys (2020)
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 (2020)
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)
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data. ACM Trans. Comput. Heal. 1 (3) (2020)
Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh
Real-Time Decentralized knowledge Transfer at the Edge. CoRR (2020)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh
Nutrition and Health Data for Cost-Sensitive Learning. CoRR (2019)
Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh
Target-Focused Feature Selection Using a Bayesian Approach. CoRR (2019)
Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks. CoRR (2019)
Anahita Hosseini, Majid Sarrafzadeh
Unsupervised Prediction of Negative Health Events Ahead of Time. BHI (2019)
Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh
The role of PPG in identification of mild cognitive impairment. PETRA (2019)
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. ICLR (Poster) (2019)
Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. CoRR (2019)
Anahita Hosseini, Davina Zamanzadeh, Lisa Valencia, Rima Habre, Alex A. T. Bui, Majid Sarrafzadeh
Domain Adaptation in Children Activity Recognition. EMBC (2019)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. CoRR (2019)
Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks. ICDM Workshops (2019)
Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector. CoRR (2019)
Anahita Hosseini, Majid Sarrafzadeh
Unsupervised Prediction of Negative Health Events Ahead of Time. CoRR (2019)
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
Dynamic Feature Acquisition Using Denoising Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
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)
Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance. CoRR (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)
Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh
Generative Imputation and Stochastic Prediction. CoRR (2019)
Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh
Group-Connected Multilayer Perceptron Networks. CoRR (2019)
Christine E. King, Majid Sarrafzadeh
A Survey of Smartwatches in Remote Health Monitoring. J. Heal. Informatics Res. 2 (1-2) (2018)
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
ECG Heartbeat Classification: A Deep Transferable Representation. CoRR (2018)
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
ECG Heartbeat Classification: A Deep Transferable Representation. ICHI (2018)
Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh
HeteroMed: Heterogeneous Information Network for Medical Diagnosis. CoRR (2018)
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)
Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh
Dynamic Feature Acquisition Using Denoising Autoencoders. CoRR (2018)
Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh
HeteroMed: Heterogeneous Information Network for Medical Diagnosis. CIKM (2018)
Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh
The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. GlobalSIP (2018)
Haik Kalantarian, Nabil Alshurafa, Majid Sarrafzadeh
A Survey of Diet Monitoring Technology. IEEE Pervasive Comput. 16 (1) (2017)
Haik Kalantarian, Majid Sarrafzadeh
Probabilistic time-series segmentation. Pervasive Mob. Comput. 41 (2017)
Haik Kalantarian, Costas Sideris, Majid Sarrafzadeh
A Hierarchical Classification and Segmentation Scheme for Processing Sensor Data. IEEE J. Biomed. Health Informatics 21 (3) (2017)
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)
Farhad Shahmohammadi, Anahita Hosseini, Christine E. King, Majid Sarrafzadeh
Smartwatch Based Activity Recognition Using Active Learning. CHASE (2017)
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) (2017)
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)
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)
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)
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) (2017)
Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh
Context-aware feature query to improve the prediction performance. GlobalSIP (2017)
Ebrahim Nemati, Young Soo Suh, Babak Moatamed, Majid Sarrafzadeh
Gait velocity estimation for a smartwatch platform using Kalman filter peak recovery. BSN (2016)
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)
Lauren Samy, Paul M. Macey, Majid Sarrafzadeh
A daytime obstructive sleep apnea severity assessment framework. EMBC (2016)
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)
Ebrahim Nemati, Konstantinos Sideris, Haik Kalantarian, Majid Sarrafzadeh
A dynamic data source selection system for smartwatch platform. EMBC (2016)
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) (2016)
Haik Kalantarian, Majid Sarrafzadeh, Shibo Zhang, Nabil Alshurafa
An Iterative Dimensionality-Scaling System for Real-Time Health Monitoring Applications. ICHI (2016)
Costas Sideris, Haik Kalantarian, Ebrahim Nemati, Majid Sarrafzadeh
Building Continuous Arterial Blood Pressure Prediction Models Using Recurrent Networks. SMARTCOMP (2016)
Babak Moatamed, Arjun, Farhad Shahmohammadi, Ramin Ramezani, Arash Naeim, Majid Sarrafzadeh
Low-cost indoor health monitoring system. BSN (2016)
Young Soo Suh, Ebrahim Nemati, Majid Sarrafzadeh
Kalman-Filter-Based Walking Distance Estimation for a Smart-Watch. CHASE (2016)
Haik Kalantarian, Babak Moatamed, Nabil Alshurafa, Majid Sarrafzadeh
A wearable sensor system for medication adherence prediction. Artif. Intell. Medicine 69 (2016)
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) (2016)
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)
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 (2016)
Anahita Hosseini, Haik Kalantarian, Majid Sarrafzadeh
Adaptive data processing for real-time nutrition monitoring. EMBC (2016)
Haik Kalantarian, Costas Sideris, Tuan Le, Christine E. King, Majid Sarrafzadeh
A framework for probabilistic segmentation of continuous sensor signals. BSN (2016)
Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh
A flexible data-driven comorbidity feature extraction framework. Comput. Biol. Medicine 73 (2016)
Haik Kalantarian, Costas Sideris, Tuan Le, Anahita Hosseini, Majid Sarrafzadeh
Computation offloading for real-time health-monitoring devices. EMBC (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)
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) (2015)
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)
Haik Kalantarian, Nabil Alshurafa, Ebrahim Nemati, Tuan Le, Majid Sarrafzadeh
A smartwatch-based medication adherence system. BSN (2015)
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) (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)
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)
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)
Haik Kalantarian, Nabil Alshurafa, Tuan Le, Majid Sarrafzadeh
Monitoring eating habits using a piezoelectric sensor-based necklace. Comput. Biol. Medicine 58 (2015)
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) (2015)
Lauren Samy, Paul M. Macey, Majid Sarrafzadeh
A gender-aware framework for the daytime detection of obstructive sleep apnea. EMBC (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Majid Sarrafzadeh