ALL classification using neural ensemble and memetic deep feature optimization
Muhammad Awais,
Riaz Ahmad,
Nabeela Kausar
et al.
Abstract:Acute lymphoblastic leukemia (ALL) is a fatal blood disorder characterized by the excessive proliferation of immature white blood cells, originating in the bone marrow. An effective prognosis and treatment of ALL calls for its accurate and timely detection. Deep convolutional neural networks (CNNs) have shown promising results in digital pathology. However, they face challenges in classifying different subtypes of leukemia due to their subtle morphological differences. This study proposes an improved pipeline … Show more
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