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Call for Papers:Vol.11 Issue.3

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Title: :  Pneumonia Disease Detection System
PaperId: :  25699
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 1 2025
DUI:    16.0415/IJARIIE-25699
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Rajnesh RajpootGalgotias University
Aditya SharmaGalgotias University
Md AbdullahGalgotias University

Abstract

Artificial intelligence and machine learning
Pneumonia Disease Detection System
Pneumonia is a severe respiratory infection that can result in life-threatening complications if not diagnosed and treated promptly. Early detection of pneumonia can significantly improve patient outcomes, reduce mortality rates, and alleviate the burden on healthcare systems. This thesis presents the development and evaluation of a Pneumonia Disease Detection System (PDDS) using advanced machine learning techniques and medical imaging. The proposed system leverages chest X-ray images to automatically identify pneumonia, providing an efficient, accurate, and scalable solution for early diagnosis. This thesis explores data preprocessing, model training, evaluation, and deployment aspects, ensuring robustness and reliability. Extensive experimentation demonstrates the system’s efficacy, achieving competitive accuracy and precision metrics compared to existing methods. The proposed PDDS has the potential to transform pneumonia diagnosis, especially in resource-limited settings.

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IJARIIE Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. "Pneumonia Disease Detection System" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 1 2025 Page 713-716
MLA Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. "Pneumonia Disease Detection System." International Journal Of Advance Research And Innovative Ideas In Education 11.1(2025) : 713-716.
APA Rajnesh Rajpoot, Aditya Sharma, & Md Abdullah. (2025). Pneumonia Disease Detection System. International Journal Of Advance Research And Innovative Ideas In Education, 11(1), 713-716.
Chicago Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. "Pneumonia Disease Detection System." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 1 (2025) : 713-716.
Oxford Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. 'Pneumonia Disease Detection System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 1, 2025, p. 713-716. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Pneumonia_Disease_Detection_System_ijariie25699.pdf (Accessed : 24 January 2025).
Harvard Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. (2025) 'Pneumonia Disease Detection System', International Journal Of Advance Research And Innovative Ideas In Education, 11(1), pp. 713-716IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Pneumonia_Disease_Detection_System_ijariie25699.pdf (Accessed : 24 January 2025)
IEEE Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah, "Pneumonia Disease Detection System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 1, pp. 713-716, Jan-Feb 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/Pneumonia_Disease_Detection_System_ijariie25699.pdf [Accessed : 24 January 2025].
Turabian Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. "Pneumonia Disease Detection System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 1 (24 January 2025).
Vancouver Rajnesh Rajpoot, Aditya Sharma, and Md Abdullah. Pneumonia Disease Detection System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : 24 January 2025]; 11(1) : 713-716. Available from: http://ijariie.com/AdminUploadPdf/Pneumonia_Disease_Detection_System_ijariie25699.pdf
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