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Title: :  Covid-19 Detection Using Multimodal Imaging Data
PaperId: :  14693
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14693
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Neha GDayananda Sagar Academy Of Technology And Management
Rhema Rakshita SDayananda Sagar Academy Of Technology And Management
Ayeesha TaneemDayananda Sagar Academy Of Technology And Management
Manasa SandeepDayananda Sagar Academy Of Technology And Management

Abstract

Computer Science and Engineering
Keywords: - COVID-19 Detection, Deep Learning, Convolutional Neural Network, Radiological Imaging, CT scan, Ultrasound.
The COVID-19 pandemic has spread rapidly across the globe and has caused life threating consequences to mankind ever since it started from Wuhan, China in December 2019. Early Detection and Prevention can help in containing the spread of the disease. Screening of large number of people is pressing priority. One of the crucial steps towards achieving this goal is through radiological examination. The approach we followed aims to remove unwanted noise from images so that the deep learning models can focus on detection of disease. The results prove that Ultrasound imaging is far more superior than X-Ray and CT scan. In this study, we identify a suitable Convolutional Neural Network (CNN) model that will detect the Covid-19 Positive patients using chest X-Ray images. Images of Covid positive and negative patients are divided into trainable images and testing images. This test can be done on any computer and by any medical examiner or technician to detect COVID-19 in a matter of few seconds.

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IJARIIE Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. "Covid-19 Detection Using Multimodal Imaging Data" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 3201-3205
MLA Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. "Covid-19 Detection Using Multimodal Imaging Data." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 3201-3205.
APA Neha G, Rhema Rakshita S, Ayeesha Taneem, & Manasa Sandeep. (2021). Covid-19 Detection Using Multimodal Imaging Data. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 3201-3205.
Chicago Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. "Covid-19 Detection Using Multimodal Imaging Data." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 3201-3205.
Oxford Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. 'Covid-19 Detection Using Multimodal Imaging Data', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 3201-3205. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Covid_19_Detection_Using_Multimodal_Imaging_Data_ijariie14693.pdf (Accessed : ).
Harvard Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. (2021) 'Covid-19 Detection Using Multimodal Imaging Data', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 3201-3205IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Covid_19_Detection_Using_Multimodal_Imaging_Data_ijariie14693.pdf (Accessed : )
IEEE Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep, "Covid-19 Detection Using Multimodal Imaging Data," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 3201-3205, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Covid_19_Detection_Using_Multimodal_Imaging_Data_ijariie14693.pdf [Accessed : ].
Turabian Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. "Covid-19 Detection Using Multimodal Imaging Data." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Neha G, Rhema Rakshita S, Ayeesha Taneem, and Manasa Sandeep. Covid-19 Detection Using Multimodal Imaging Data. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 3201-3205. Available from: https://ijariie.com/AdminUploadPdf/Covid_19_Detection_Using_Multimodal_Imaging_Data_ijariie14693.pdf
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