Detection and classification of immature leukocytes for diagnosis of acute myeloid leukemia using random forest algorithm
S Dasariraju, M Huo, S McCalla - Bioengineering, 2020 - mdpi.com
Acute myeloid leukemia (AML) is a fatal blood cancer that progresses rapidly and hinders
the function of blood cells and the immune system. The current AML diagnostic method, a …
the function of blood cells and the immune system. The current AML diagnostic method, a …
Peripheral blood smear analysis using automated computer-aided diagnosis system to identify acute myeloid leukemia
Acute myeloid leukemia (AML) is a cancer of the myeloid line of cells caused due to the
rapid increase of abnormal cells that later interfere with healthy cells. One of the main …
rapid increase of abnormal cells that later interfere with healthy cells. One of the main …
Classification of atypical white blood cells in acute myeloid leukemia using a two-stage hybrid model based on deep convolutional autoencoder and deep …
TA Elhassan, MS Mohd Rahim, MH Siti Zaiton… - Diagnostics, 2023 - mdpi.com
Recent advancements in artificial intelligence (AI) have led to numerous medical
discoveries. The field of computer vision (CV) for medical diagnosis has received particular …
discoveries. The field of computer vision (CV) for medical diagnosis has received particular …
Utilization of K-nearest neighbor algorithm for classification of white blood cells in AML M4, M5, and M7
Acute myeloid leukemia (AML) M4, M5, and M7 are subtypes of leukemia derived from
myeloid cell derivatives that influences the results of the identification of AMLs, which …
myeloid cell derivatives that influences the results of the identification of AMLs, which …
Classification of acute myeloid leukemia by pre-trained deep neural networks: A comparison with different activation functions
Abstract Acute Myeloid Leukemia (AML) is a rapidly progressing cancer affecting blood and
bone marrow, marked by the swift proliferation of abnormal myeloid cells. Effective treatment …
bone marrow, marked by the swift proliferation of abnormal myeloid cells. Effective treatment …
Detection of Acute Myeloid Leukemia from Peripheral Blood Smear Images Using Transfer Learning in Modified CNN Architectures
Acute myeloid leukemia (AML), the most fatal hematological malignancy, is characterized by
immature leukocyte proliferation in the bone marrow and peripheral blood. Conventional …
immature leukocyte proliferation in the bone marrow and peripheral blood. Conventional …
Classification of immature white blood cells in acute lymphoblastic leukemia L1 using neural networks particle swarm optimization
Abstract Acute Lymphoblastic Leukemia (ALL) is a type of leukemia that is related to a large
number of lymphoblast cells in the peripheral blood and bone marrow. The initial step in …
number of lymphoblast cells in the peripheral blood and bone marrow. The initial step in …
The classification of abnormal red blood cell on the minor thalassemia case using artificial neural network and convolutional neural network
The morphological disorder of the red blood cell is one of the indications of a certain type of
diseases. On the minor thalassemia, such cases like the erythrocyte having a nucleus, a few …
diseases. On the minor thalassemia, such cases like the erythrocyte having a nucleus, a few …
CAE-ResVGG FusionNet: A Feature Extraction Framework Integrating Convolutional Autoencoders and Transfer Learning for Immature White Blood Cells in Acute …
Acute myeloid leukemia (AML) is a highly aggressive cancer form that affects myeloid cells,
leading to the excessive growth of immature white blood cells (WBCs) in both bone marrow …
leading to the excessive growth of immature white blood cells (WBCs) in both bone marrow …
Classification of blast cell type on acute myeloid leukemia (AML) based on image morphology of white blood cells
AML is one type of cancer of the blood and spinal cord. AML has a number of subtypes
including M0 and M1. Both subtypes are distinguished by the dominant blast cell type in the …
including M0 and M1. Both subtypes are distinguished by the dominant blast cell type in the …