A Deep Neural Network Framework for the Detection of Bacterial Diseases from Chest X-Ray Scans
The proposed deep learning model efficiently detects respiratory diseases, including COVID-19, pneumonia, and TB, within seconds. The method ensures high reliability and efficiency by optimizing feature extraction and maintaining system complexity, making it a valuable tool for clinicians in rapid disease diagnosis.
Authors
- Monika Bharti (ORCID: https://orcid.org/0000-0003-1175-7386)
- Shruti Jain (ORCID: https://orcid.org/0000-0002-7538-0584)
- Himanshu Jindal (ORCID: https://orcid.org/0000-0002-5595-5539)
Institutions
- Jaypee University of Information Technology (IN)
- Amity University (AE)
Publication Details
- Journal
- Infectious Disorders - Drug Targets
- Published
- 2025-06-02
- DOI
- https://doi.org/10.2174/0118715265358132250429115426
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00