Data Science for COVID-19
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Published By Elsevier

9780128245361

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Copyright

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.12001-5 ◽

2021 ◽

pp. iv

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Foreword

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.06001-9 ◽

2021 ◽

pp. xxxi

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Real-time social distance alerting and contact tracing using image processing

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00032-0 ◽

2021 ◽

pp. 297-315

Author(s):

Balaji Muthazhagan ◽

Aparnasri Panchapakesan ◽

Suriya Sundaramoorthy

Keyword(s):

Image Processing ◽

Real Time ◽

Social Distance ◽

Contact Tracing

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Lexicon-based sentiment analysis using Twitter data

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00015-0 ◽

2021 ◽

pp. 275-295

Author(s):

H.S. Hota ◽

Dinesh K. Sharma ◽

Nilesh Verma

Keyword(s):

Sentiment Analysis ◽

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Data-driven approach to COVID-19 infection forecast for Nigeria using negative binomial regression model

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00002-2 ◽

2021 ◽

pp. 583-596

Author(s):

Chollette C. Olisah ◽

Olusoji O. Ilori ◽

Kunle Adelaja ◽

Patience U. Usip ◽

Lazarus O. Uzoechi ◽

...

Keyword(s):

Regression Model ◽

Negative Binomial ◽

Negative Binomial Regression ◽

Data Driven ◽

Negative Binomial Regression Model ◽

Binomial Regression ◽

Data Driven Approach

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COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00031-9 ◽

2021 ◽

pp. 255-273

Author(s):

Prasitthichai Naronglerdrit ◽

Iosif Mporas ◽

Akbar Sheikh-Akbari

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

X Rays ◽

Deep Convolutional Neural Networks

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Deep convolutional neural network–based image classification for COVID-19 diagnosis

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00012-5 ◽

2021 ◽

pp. 117-145

Author(s):

R.M. Tharsanee ◽

R.S. Soundariya ◽

A. Saran Kumar ◽

M. Karthiga ◽

S. Sountharrajan

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Deep Convolutional Neural Network

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An artificial intelligence–based decision support and resource management system for COVID-19 pandemic

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00029-0 ◽

2021 ◽

pp. 25-49

Author(s):

Enis Karaarslan ◽

Doğan Aydın

Keyword(s):

Artificial Intelligence ◽

Decision Support ◽

Resource Management ◽

Management System ◽

Resource Management System

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Received signal strength indication—based COVID-19 mobile application to comply with social distancing using bluetooth signals from smartphones

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00006-x ◽

2021 ◽

pp. 483-501

Author(s):

Alvaro Aspilcueta Narvaez ◽

Jorge Guerra Guerra

Keyword(s):

Mobile Application ◽

Signal Strength ◽

Received Signal Strength ◽

Social Distancing ◽

Received Signal Strength Indication

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uTakeCare

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00028-9 ◽

2021 ◽

pp. 231-253

Author(s):

Lamine Amour ◽

Matthieu Quiniou ◽

Sara Tucci-Piergiovanni ◽

Hichem Bourak ◽

Sami Souihi

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