Pneumonia Detection in Chest X-Rays using Transfer Learning and TPUs

Pneumonia Detection in Chest X-Rays using Transfer Learning and TPUs

Pneumonia is a severe respiratory disease with potentially life-threatening consequences if not promptly diagnosed and treated. Chest X-rays are commonly employed for pneumonia detection, but interpreting the images can pose challenges. This study explores the efficacy of four popular transfer learn...

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Bibliographic Details
Main Authors: Niranjan C. Kundur, Bellary Chiterki Anil, Praveen M. Dhulavvagol, Renuka Ganiger, Balakrishnan Ramadoss
Format: Article
Language:English
Published: D. G. Pylarinos 2023-10-01
Series:Engineering, Technology & Applied Science Research
Subjects:
pneumonia detection
chest X-ray images
deep learning
transfer learning
TPU
distributed training
Online Access:http://www.etasr.com/index.php/ETASR/article/view/6335

Internet

http://www.etasr.com/index.php/ETASR/article/view/6335

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