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Shayan Fazeli
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2020 – today
- 2023
- [b1]Shayan Fazeli:
Efficient Representation Learning for Longitudinal Data in Healthcare Applications. University of California, Los Angeles, USA, 2023 - [c9]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 - [c8]Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh:
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. ICHI 2023: 111-117 - [i13]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) - 2022
- [c7]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 - [i12]Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh:
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. CoRR abs/2205.09880 (2022) - [i11]Sajad Darabi, Shayan Fazeli, Jiwei Liu, Alexandre Milesi, Pawel Morkisz, Jean-François Puget, Gilberto Titericz:
Heterogenous Ensemble of Models for Molecular Property Prediction. CoRR abs/2211.11035 (2022) - 2021
- [c6]Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh:
Unsupervised Acute Intracranial Hemorrhage Segmentation With Mixture Models. ICHI 2021: 120-129 - [c5]Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh:
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. ICHI 2021: 248-257 - [i10]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) - [i9]Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh:
Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models. CoRR abs/2105.05891 (2021) - [i8]Shayan Fazeli, Majid Sarrafzadeh:
A Framework for Neural Topic Modeling of Text Corpora. CoRR abs/2108.08946 (2021) - [i7]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
- [j1]Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24(11): 3268-3275 (2020) - [c4]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 - [i6]Shayan Fazeli, Majid Sarrafzadeh:
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards. CoRR abs/2006.05276 (2020) - [i5]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) - [i4]Shayan Fazeli, Babak Moatamed, Majid Sarrafzadeh:
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. CoRR abs/2008.07342 (2020)
2010 – 2019
- 2019
- [c3]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 - [i3]Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. CoRR abs/1908.03971 (2019) - [i2]Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh:
Group-Connected Multilayer Perceptron Networks. CoRR abs/1912.09600 (2019) - 2018
- [c2]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 - [c1]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. ICHI 2018: 443-444 - [i1]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. CoRR abs/1805.00794 (2018)
Coauthor Index
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