E-ISSN 2146-9369 | ISSN 2146-3158
 
2025, Vol: 15, Issue: 1
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Research Article 


Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression

Muthusami Rathinasamy, Saritha Kandhasamy.


Abstract
Objectives: The aim of this study was to analyze clinical trials using topic modelling to identify emerging vaccine progression topics around the globe.
Methods: The most important computational problem for the modeling of topics is using the observed documents to infer the hidden topic structure. The topic model was developed on the basis of data recorded on the WHO International Clinical Trials Registry Platform (ICTRP) between 3 February and 11 August 2020.
Results: Show the top 10 topics based on the topic model that has been created. These topics are explored in the reviews and studies of clinical trials related to the development of the COVID-19 vaccine.
Conclusion: This study aimed at the clinical trials registered at ICTRP and showed the recorded monthly clinical trials as well as the top 15 countries vying for the COVID-19 vaccine from 3 February to 11 August 2020. Using the dataset of the collected clinical trials, the topic model was developed to examine emerging trends in vaccine progression. J Microbiol Infect Dis 2020; 10(4):xxxxx.

Key words: COVID-19, Clinical trials, Vaccine progression, Emerging topics, Topic model


 
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Pubmed Style

Rathinasamy M, Kandhasamy S. Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. J Microbiol Infect Dis. 2020; 10(4): 183-187 . doi:10.5799/jmid.839379

Web Style

Rathinasamy M, Kandhasamy S. Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. https://www.jmidonline.org/?mno=302657100 [Access: April 10, 2025]. doi:10.5799/jmid.839379

AMA (American Medical Association) Style

Rathinasamy M, Kandhasamy S. Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. J Microbiol Infect Dis. 2020; 10(4): 183-187 . doi:10.5799/jmid.839379


Vancouver/ICMJE Style

Rathinasamy M, Kandhasamy S. Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. J Microbiol Infect Dis. (2020), [cited April 10, 2025]; 10(4): 183-187 . doi:10.5799/jmid.839379


Harvard Style

Rathinasamy, M. & Kandhasamy, . S. (2020) Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. J Microbiol Infect Dis, 10 (4), 183-187 . doi:10.5799/jmid.839379


Turabian Style

Rathinasamy, Muthusami, and Saritha Kandhasamy. 2020. Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. Journal of Microbiology and Infectious Diseases, 10 (4), 183-187 . doi:10.5799/jmid.839379


Chicago Style

Rathinasamy, Muthusami, and Saritha Kandhasamy. "Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression." Journal of Microbiology and Infectious Diseases 10 (2020), 183-187 . doi:10.5799/jmid.839379


MLA (The Modern Language Association) Style

Rathinasamy, Muthusami, and Saritha Kandhasamy. "Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression." Journal of Microbiology and Infectious Diseases 10.4 (2020), 183-187 . Print. doi:10.5799/jmid.839379


APA (American Psychological Association) Style

Rathinasamy, M. & Kandhasamy, . S. (2020) Global Analysis of COVID-19 Clinical Trials to Reflect Vaccine Progression. Journal of Microbiology and Infectious Diseases, 10 (4), 183-187 . doi:10.5799/jmid.839379


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Journal of Microbiology and Infectious Diseases (JMID) is an international "peer review" journal in microbiology, infectious diseases, virology, ... Read more.



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Prof. Ibrahim Eldaghayes

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Journal of Microbiology and Infectious Diseases

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