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Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans

Background and Motivation: COVID-19 has resulted in a massive loss of life during the last two years. The current imaging-based diagnostic methods for COVID-19 detection in multiclass pneumonia-type chest X-rays are not so successful in clinical practice due to high error rates. Our hypothesis state...

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Principais autores: Nillmani, Neeraj Sharma, Luca Saba, Narendra N. Khanna, Mannudeep K. Kalra, Mostafa M. Fouda, Jasjit S. Suri
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-09-01
Series:Diagnostics
Assuntos:
COVID-19
chest X-ray
classification
regulatory
precision
error rate
Acceso en liña:https://www.mdpi.com/2075-4418/12/9/2132
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