Special Issue on COVID-19

In this topical collection (18 articles)

1. Research

   External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count

   Andrea Campagner, Anna Carobene, Federico Cabitza Article:37

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2. Research

   How can social media analytics assist authorities in pandemic-related policy decisions? Insights from Australian states and territories

   Tan Yigitcanlar, Nayomi Kankanamge… Article:37

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3. Research

   Impact of COVID-19 prevalence and mode of transmission on mortality cases over WHO regions

   Olusola Samuel Makinde… Article:35

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4. Research

   Predicting special care during the COVID-19 pandemic: a machine learning approach

   Vitor P. Bezzan, Cleber D. Rocco Article:34

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5. Research

   Analysis of the global situation of COVID-19 research based on bibliometrics

   Fan Yang, Shuaijie Zhang, Qing Wang, Qi Zhang… Article:30

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6. Research

   The investigation of multiresolution approaches for chest X-ray image based COVID-19 detection

   Aras M. Ismael, Abdulkadir Şengür Article:29

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7. Research

   SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos

   Farhan Sadik, Ankan Ghosh Dastider… Article:28

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8. Research

   Estimation of infection density and epidemic size of COVID-19 using the back-calculation algorithm

   Yukun Liu, Jing Qin, Yan Fan, Yong Zhou… Article:28

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9. Research

   Leveraging twitter data to understand nurses’ emotion dynamics during the COVID-19 pandemic

   Jianlong Zhou, Suzanne Sheppard-Law, Chun Xiao… Article:28

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10. Research

    New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis

    Chiranjibi Sitaula, Sunil Aryal Article:24

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11. Methodology

    Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic

    Evgeny A. Bakin, Oksana V. Stanevich… Article:21

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12. Research

    Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence

    Qiu‑Yu Lin, Guo‑Tian Lin, Fan Zhang, Xia-Yu Xiang… Article:18

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13. Research

    Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM

    Chaohui Guo, Shaofu Lin, Zhisheng Huang… Article:15

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14. Research

    COVID-19 infection map generation and detection from chest X-ray images

    Aysen Degerli, Mete Ahishali, Mehmet Yamac… Article:15

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15. Research

    Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network

    Wenjun Tan, Pan Liu, Xiaoshuo Li, Yao Liu… Article:10

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16. Research

    Epidemiological investigation of a COVID-19 family cluster outbreak transmitted by a 3-month-old infant

    Guo-tian Lin, Yue-hua Zhang, Mei-fang Xiao… Article:6

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17. Methodology

    Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?

    Tuan D. Pham Article:2

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18. Research

    COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network

    Tawsifur Rahman, Alex Akinbi… Article:1

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