Utilising deep learning for classification of disease-related lung opacities through colourmap optimisation

Introduction: Existing deep learning models for lung opacity detection primarily focus on grayscale images, overlooking the potential benefits of colour map transformations. In this study, we address this gap by fine-tuning DarkNet-53 and ResNet-101 deep learning models using both grayscale and 16 d...

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Bibliographic Details

Main Authors:	Che Daud, Mohd. Zamzuri, Ahmad Zaiki, Farah Wahida, Che Azemin, Mohd Zulfaezal
Format:	Article
Language:	en en
Published:	Universiti Putra Malaysia Press 2024
Subjects:	R Medicine (General)
Online Access:	http://irep.iium.edu.my/117714/7/117714_Utilising%20deep%20learning%20for%20classification.pdf http://irep.iium.edu.my/117714/18/117714_Utilising%20deep%20learning%20for%20classification_Scopus.pdf http://irep.iium.edu.my/117714/ https://medic.upm.edu.my/upload/dokumen/2024123014111401_MJMHS_0662.pdf
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