Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification

The coronavirus pandemic has been going on since the year 2019, and the trend is still not abating. Therefore, it is particularly important to classify medical CT scans to assist in medical diagnosis. At present, Supervised Deep Learning algorithms have made a great success in the classification tas...

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Veröffentlicht in:	International journal of image, graphics and signal processing graphics and signal processing, 2022-10, Vol.14 (5), p.1-9
Hauptverfasser:	Xu, Jiashu, Stirenko, Sergii
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Algorithms Classification Computed tomography Datasets Deep learning Machine learning Medical imaging Self-supervised learning Severe acute respiratory syndrome coronavirus 2 Viral diseases
Online-Zugang:	Volltext
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