Shayan Fazeli | DeepAI

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Baharan Mirzasoleiman
27 publications
Majid Sarrafzadeh
25 publications
Mohammad Kachuee
17 publications
Thu Nguyen
15 publications
Sajad Darabi
12 publications
Kimmo Karkkainen
9 publications
Anaelia Ovalle
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Paweł Morkisz
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Sriram Sankararaman
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Jiwei Liu
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Gilbert Gee
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∙ 03/24/2023

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

Recent advances in remote health monitoring systems have significantly b...

0 Shayan Fazeli, et al. ∙

∙ 11/20/2022

Heterogenous Ensemble of Models for Molecular Property Prediction

Previous works have demonstrated the importance of considering different...

0 Sajad Darabi, et al. ∙

∙ 05/19/2022

Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition

Analyzing and inspecting bone marrow cell cytomorphology is a critical b...

0 Shayan Fazeli, et al. ∙

∙ 08/27/2021

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

Recent literature in self-supervised has demonstrated significant progre...

0 Sajad Darabi, et al. ∙

∙ 08/19/2021

A Framework for Neural Topic Modeling of Text Corpora

Topic Modeling refers to the problem of discovering the main topics that...

0 Shayan Fazeli, et al. ∙

∙ 05/12/2021

Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models

Intracranial hemorrhage occurs when blood vessels rupture or leak within...

19 Kimmo Karkkainen, et al. ∙

∙ 04/22/2021

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

COVID-19 has been devastating the world since the end of 2019 and has co...

0 Shayan Fazeli, et al. ∙

∙ 08/09/2020

Anxiety Detection Leveraging Mobile Passive Sensing

Anxiety disorders are the most common class of psychiatric problems affe...

0 Lionel Levine, et al. ∙

∙ 08/08/2020

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

The rapid spread of the novel coronavirus (COVID-19) has severely impact...

0 Shayan Fazeli, et al. ∙

∙ 06/09/2020

A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards

Developing and maintaining monitoring panels is undoubtedly the main tas...

0 Shayan Fazeli, et al. ∙

∙ 12/20/2019

Group-Connected Multilayer Perceptron Networks

Despite the success of deep learning in domains such as image, voice, an...

40 Mohammad Kachuee, et al. ∙

∙ 08/11/2019

TAPER: Time-Aware Patient EHR Representation

Effective representation learning of electronic health records is a chal...

0 Sajad Darabi, et al. ∙

∙ 04/19/2018

ECG Heartbeat Classification: A Deep Transferable Representation

Electrocardiogram (ECG) can be reliably used as a measure to monitor the...

0 Mohammad Kachuee, et al. ∙

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