Shayan Fazeli

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 23

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

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)
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)
Sajad Darabi, Shayan Fazeli, Jiwei Liu, Alexandre Milesi, Pawel Morkisz, Jean-François Puget, Gilberto Titericz
Heterogenous Ensemble of Models for Molecular Property Prediction. CoRR (2022)
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. CoRR (2022)
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)
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)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24 (11) (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)
Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
TAPER: Time-Aware Patient EHR Representation. CoRR (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)
Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh
Group-Connected Multilayer Perceptron Networks. CoRR (2019)
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, Shayan Fazeli, Eleanne van Vliet, Lisa Valencia, Rima Habre, Majid Sarrafzadeh, Alex A. T. Bui
Children Activity Recognition: Challenges and Strategies. EMBC (2018)