OView-AI Supporter for Classifying Pneumonia, Pneumothorax, Tuberculosis, Lung Cancer Chest X-ray Images Using Multi-Stage Superpixels Classification

OView-AI Supporter for Classifying Pneumonia, Pneumothorax, Tuberculosis, Lung Cancer Chest X-ray Images Using Multi-Stage Superpixels Classification

The deep learning approach has recently attracted much attention for its outstanding performance to assist in clinical diagnostic tasks, notably in computer-aided solutions. Computer-aided solutions are being developed using chest radiography to identify lung diseases. A chest X-ray image is one of...

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Bibliographic Details
Main Authors: Joonho Oh, Chanho Park, Hongchang Lee, Beanbonyka Rim, Younggyu Kim, Min Hong, Jiwon Lyu, Suha Han, Seongjun Choi
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Diagnostics
Subjects:
deep learning
EfficientNet
pneumonia
pneumothorax
tuberculosis
lung cancer
Online Access:https://www.mdpi.com/2075-4418/13/9/1519

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