How artificial intelligence and machine learning can help healthcare systems respond to COVID-19

M Van der Schaar, AM Alaa, A Floto, A Gimson… - Machine Learning, 2021 - Springer
… The COVID-19 global pandemic is a threat not only to the health of millions of … to COVID-19
and show how each of them can be addressed by recent developments in machine learning (…

[HTML][HTML] Application of machine learning in CT images and X-rays of COVID-19 pneumonia

F Zhang - Medicine, 2021 - journals.lww.com
… In summary, image segmentation based on machine learning is widely used in COVID-19
chest images, which can quantitatively describe the lesion area and infection volume, and can …

COVID-19 cough classification using machine learning and global smartphone recordings

M Pahar, M Klopper, R Warren, T Niesler - Computers in Biology and …, 2021 - Elsevier
machine learning based COVID-19 cough classifier which can discriminate COVID-19 positive
coughs from both COVID-19 … have a cough suggestive of COVID-19. The datasets used in …

Evaluating three machine learning classification methods for effective COVID-19 diagnosis

AO Salman, O Geman - … Journal of Mathematics, Statistics, and Computer …, 2023 - ijmscs.org
… This study uses machine learning and laboratory data to predict COVID-19 patients. Recall,
machine learning methods has the potential to be used in developing reliable COVID-19

Machine learning maps research needs in COVID-19 literature

A Doanvo, X Qian, D Ramjee, H Piontkivska, A Desai… - Patterns, 2020 - cell.com
… The impact of the COVID-19 … (AI)/machine learning techniques to analyze this massive
amount of information at scale. We find key discrepancies between literature about COVID-19 and …

Role of biological data mining and machine learning techniques in detecting and diagnosing the novel coronavirus (COVID-19): a systematic review

AS Albahri, RA Hamid, JK Alwan, ZT Al-Qays… - Journal of medical …, 2020 - Springer
… the resulting disease from this new CoV called ‘COVID-19’, as a ‘public health emergency of
… mining and machine learning (ML) algorithms for detecting and diagnosing COVID-19. We …

[HTML][HTML] Using machine learning algorithms to predict people's intention to use mobile learning platforms during the COVID-19 pandemic: Machine learning approach

I Akour, M Alshurideh, B Al Kurdi, A Al Ali… - JMIR Medical …, 2021 - mededu.jmir.org
… for developing and implementing new technologies during the COVID-19 lockdown period.
… of machine learning adoption at the time of the COVID-19 pandemic is gathered. COVID-19–…

Using machine learning to predict ICU transfer in hospitalized COVID-19 patients

FY Cheng, H Joshi, P Tandon, R Freeman… - Journal of clinical …, 2020 - mdpi.com
… Supervised machine learning approaches may be useful to (a) analyze and interpret …
machine learning classifier for predicting the risk of ICU transfer within the next 24 h for COVID-19

Machine learning methods for covid-19 prediction using human genomic data

H Arslan - Proceedings, 2021 - mdpi.com
… Weka-3-8-4 tool [20] was used to perform machine learning classifications. The numerical
machine learning models used in this study with the proposed features predicted COVID-19

Risk factors analysis of COVID-19 patients with ARDS and prediction based on machine learning

W Xu, NN Sun, HN Gao, ZY Chen, Y Yang, B Ju… - Scientific reports, 2021 - nature.com
… We aimed to develop the COVID-19 ARDS clinical decision support system using machine
learning algorithms and deploy it into electronic medical records(EMR) to assist doctors in …