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...

Celý popis

Podrobná bibliografie

Vydáno v:	Biomedical signal processing and control Ročník 83; s. 104722
Hlavní autoři:	Abhishek, Arjun, Jha, Rajib Kumar, Sinha, Ruchi, Jha, Kamlesh
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.05.2023
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!