A tree-based multiclassification of breast tumor histopathology images through deep learning

•A tree-based deep learning model for breast tumor multiclassification.•Model can be used as 2ndopinion for the diagnosis of breast tumor 4 subtypes.•Proposed model is computationally feasible, trained on normal desktop computer.•Model shown better results, compared to the stat-of-the-art existing m...

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Veröffentlicht in:	Computerized medical imaging and graphics 2021-04, Vol.89, p.101870-101870, Article 101870
Hauptverfasser:	Murtaza, Ghulam, Abdul Wahab, Ainuddin Wahid, Raza, Ghulam, Shuib, Liyana
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Baseline studies Breast cancer Breast tumor classification Classification Computer applications Datasets Deep learning Diagnosis Ensemble classification model Feature extraction Histology Histopathology Histopathology image Machine learning Mammography Medical imaging Physicians Reduction State-of-the-art reviews Target recognition Tumors
Online-Zugang:	Volltext
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