Pneumonia_Net Model: Deep Learning Based Intelligent System for Pneumonia Classification using Chest X-ray Images

Pneumonia_Net Model: Deep Learning Based Intelligent System for Pneumonia Classification using Chest X-ray Images

Radiologists are faced with a challenging problem whenever they have to classify the anomalies shown on chest xrays. Because of this, throughout the course of the last few decades, computer aided diagnostic (CAD) systems have been created to extract meaningful information from X-rays in order to ass...

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Veröffentlicht in:NeuroQuantology 2022-01, Vol.20 (6), p.2913
Hauptverfasser: D Sreenivasa Rao, Nair, S Anu H, Thota Venkat Narayana Rao, Kumar, K P Sanal
Format: Artikel
Sprache:eng
Schlagworte:
Anomalies
Artificial intelligence
Automation
Deep learning
Lung diseases
Neural networks
Pneumonia
X-rays
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Zusammenfassung:Radiologists are faced with a challenging problem whenever they have to classify the anomalies shown on chest xrays. Because of this, throughout the course of the last few decades, computer aided diagnostic (CAD) systems have been created to extract meaningful information from X-rays in order to assist medical professionals in gaining a quantitative understanding of an X-ray
ISSN:1303-5150
DOI:10.14704/nq.2022.20.6.NQ22291