Data-Driven Artificial Intelligence approaches to Combat COVID-19

In this topical collection (14 articles)

1. OriginalPaper

   Deep Learning–Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images

   Huseyin Yasar, Murat Ceylan Pages 1-28

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2. OriginalPaper

   Text Analysis of Evolving Emotions and Sentiments in COVID-19 Twitter Communication

   Veda C. Storey, Daniel E. O’Leary Pages 1-24

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3. OriginalPaper

   Data Analysis and Forecasting of the COVID-19 Spread: A Comparison of Recurrent Neural Networks and Time Series Models

   Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos… Pages 1-12

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4. OriginalPaper

   Deep Learning-Based Potential Ligand Prediction Framework for COVID-19 with Drug–Target Interaction Model

   Shatadru Majumdar, Soumik Kumar Nandi, Shuvam Ghosal… Pages 1-13

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5. ReviewPaper

   Deep Learning–Driven Automated Detection of COVID-19 from Radiography Images: a Comparative Analysis

   Sejuti Rahman, Sujan Sarker, Md Abdullah Al Miraj… Pages 1-30

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6. OriginalPaper

   COVID-19 Infection Detection from Chest X-Ray Images Using Hybrid Social Group Optimization and Support Vector Classifier

   Asu Kumar Singh, Anupam Kumar, Mufti Mahmud, M Shamim Kaiser… Pages 1-13

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7. OriginalPaper

   4P Model for Dynamic Prediction of COVID-19: a Statistical and Machine Learning Approach

   Khandaker Tabin Hasan, M. Mostafizur Rahman, Md. Mortuza Ahmmed… Pages 1-14

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8. OriginalPaper

   An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning

   Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar… Pages 1-16

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9. OriginalPaper

   COVID-19 Detection: A Systematic Review of Machine and Deep Learning-Based Approaches Utilizing Chest X-Rays and CT Scans

   Kirti Raj Bhatele, Anand Jha, Devanshu Tiwari, Mukta Bhatele… Pages 1-38

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10. OriginalPaper

    Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19

    Abdullahi Umar Ibrahim, Mehmet Ozsoz, Sertan Serte… Pages 1-13

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11. OriginalPaper

    Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays

    Himadri Mukherjee, Subhankar Ghosh, Ankita Dhar, Sk Md Obaidullah… Pages 1-14

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12. OriginalPaper

    An Agent-Based Modeling of COVID-19: Validation, Analysis, and Recommendations

    Md. Salman Shamil, Farhanaz Farheen, Nabil Ibtehaz… Pages 1-12

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13. BriefCommunication

    One-shot Cluster-Based Approach for the Detection of COVID–19 from Chest X–ray Images

    V. N. Manjunath Aradhya, Mufti Mahmud, D. S. Guru, Basant Agarwal… Pages 873-881

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14. OriginalPaper

    Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images

    Anas M. Tahir, Yazan Qiblawey, Amith Khandakar, Tawsifur Rahman… Pages 1752-1772

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