Automated detection and classification of leukemia on a subject-independent test dataset using deep transfer learning supported by Grad-CAM visualization

Leukemia is a type of cancer that affects blood cells and causes fatal infection and premature death. Modern technology enabled by the machine and advanced deep learning algorithms can assist doctors in diagnosing the disease in the early stage. Automatic classification of disease based on advanced...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Biomedical signal processing and control Jg. 83; S. 104722
Hauptverfasser:	Abhishek, Arjun, Jha, Rajib Kumar, Sinha, Ruchi, Jha, Kamlesh
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2023
Schlagworte:	Acute lymphoblastic leukemia Acute myeloid leukemia Chronic lymphocytic leukemia Chronic myeloid leukemia Deep transfer learning Gradient-weighted class activation mapping technique Gradient-weighted class activation mapping technique Chronic lymphocytic leukemia Chronic myeloid leukemia Acute lymphoblastic leukemia Acute myeloid leukemia Deep transfer learning
ISSN:	1746-8094
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!