Shayan Fazeli

According to our database, Shayan Fazeli authored at least 17 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Efficient Representation Learning for Longitudinal Data in Healthcare Applications

Shayan Fazeli

PhD thesis, 2023

Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition.

Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-Modal Passive Sensing.

Shayan Fazeli, Lionel M. Levine, Mehrab Beikzadeh, Baharan Mirzasoleiman, Bita Zadeh, Tara Peris, Majid Sarrafzadeh

Proceedings of the IEEE International Conference on Digital Health, 2023

2022

Heterogenous Ensemble of Models for Molecular Property Prediction.

Sajad Darabi, Shayan Fazeli, Jiwei Liu, Alexandre Milesi, Pawel Morkisz, Jean-François Puget, Gilberto Titericz

CoRR, 2022

Passive Monitoring of Physiological Precursors of Stress Leveraging Smartwatch Data.

Shayan Fazeli, Lionel M. Levine, Mehrab Beikzadeh, Baharan Mirzasoleiman, Bita Zadeh, Tara Peris, Majid Sarrafzadeh

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain.

Sajad Darabi, Shayan Fazeli, Ali Pazoki, Sriram Sankararaman, Majid Sarrafzadeh

CoRR, 2021

A Framework for Neural Topic Modeling of Text Corpora.

Shayan Fazeli, Majid Sarrafzadeh

CoRR, 2021

COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations.

Shayan Fazeli, Davina Zamanzadeh, Anaelia Ovalle, Thu Nguyen, Gilbert Gee, Majid Sarrafzadeh

CoRR, 2021

Unsupervised Acute Intracranial Hemorrhage Segmentation With Mixture Models.

Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding.

Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

TAPER: Time-Aware Patient EHR Representation.

Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh

IEEE J. Biomed. Health Informatics, 2020

A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards.

Shayan Fazeli, Majid Sarrafzadeh

CoRR, 2020

Anxiety Detection Leveraging Mobile Passive Sensing.

Lionel M. Levine, Migyeong Gwak, Kimmo Kärkkäinen, Shayan Fazeli, Bita Zadeh, Tara Peris, Alexander S. Young, Majid Sarrafzadeh

Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health, 2020

2019

Group-Connected Multilayer Perceptron Networks.

Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh

CoRR, 2019

EXTRA: Exercise Tracking and Analysis Platform for Remote-monitoring of Knee Rehabilitation.

Migyeong Gwak, Shayan Fazeli, Ghazaal Ershadi, Majid Sarrafzadeh, Melina Ghodsi, Afshin Aminian, John A. Schlechter

Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2018

ECG Heartbeat Classification: A Deep Transferable Representation.

Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Children Activity Recognition: Challenges and Strategies.

Anahita Hosseini, Shayan Fazeli, Eleanne van Vliet, Lisa Valencia, Rima Habre, Majid Sarrafzadeh, Alex A. T. Bui

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018