Data augmentation guided breast cancer diagnosis and prognosis using an integrated deep-generative framework based on breast tumor’s morphological information

Breast cancer is the world’s second-largest cause of cancer mortality among women. With the progress of artificial intelligence (AI) in healthcare, the survival rate of breast cancer patients has risen in recent years due to early diagnosis and effective prognosis. However, substantial AI research n...

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Veröffentlicht in:	Informatics in medicine unlocked Jg. 37; S. 101171
Hauptverfasser:	Inan, Muhammad Sakib Khan, Hossain, Sohrab, Uddin, Mohammed Nazim
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 2023 Elsevier
Schlagworte:	Autoencoder Breast cancer GAN Synthetic tabular data TabNet Breast cancer Synthetic tabular data TabNet Autoencoder GAN
ISSN:	2352-9148, 2352-9148
Online-Zugang:	Volltext
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