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Automated microscopic image analysis for leukocytes identification: A survey
Automatic quantification and classification of leukocytes in microscopic images are of
paramount importance in the perspective of disease identification, its progress and drugs …
paramount importance in the perspective of disease identification, its progress and drugs …
A fast and efficient CNN model for B‐ALL diagnosis and its subtypes classification using peripheral blood smear images
The definitive diagnosis of acute lymphoblastic leukemia (ALL), as a highly prevalent
cancer, requires invasive, expensive, and time‐consuming diagnostic tests. ALL diagnosis …
cancer, requires invasive, expensive, and time‐consuming diagnostic tests. ALL diagnosis …
Computer‐Aided Diagnosis of Acute Lymphoblastic Leukaemia
Leukaemia is a form of blood cancer which affects the white blood cells and damages the
bone marrow. Usually complete blood count (CBC) and bone marrow aspiration are used to …
bone marrow. Usually complete blood count (CBC) and bone marrow aspiration are used to …
Automatic detection and classification of leukocytes using convolutional neural networks
J Zhao, M Zhang, Z Zhou, J Chu, F Cao - Medical & biological engineering …, 2017 - Springer
The detection and classification of white blood cells (WBCs, also known as Leukocytes) is a
hot issue because of its important applications in disease diagnosis. Nowadays the …
hot issue because of its important applications in disease diagnosis. Nowadays the …
Automated screening system for acute myelogenous leukemia detection in blood microscopic images
S Agaian, M Madhukar… - IEEE Systems …, 2014 - ieeexplore.ieee.org
Acute myelogenous leukemia (AML) is a subtype of acute leukemia, which is prevalent
among adults. The average age of a person with AML is 65 years. The need for automation …
among adults. The average age of a person with AML is 65 years. The need for automation …
An intelligent decision support system for leukaemia diagnosis using microscopic blood images
This research proposes an intelligent decision support system for acute lymphoblastic
leukaemia diagnosis from microscopic blood images. A novel clustering algorithm with …
leukaemia diagnosis from microscopic blood images. A novel clustering algorithm with …
Computer aided diagnostic system for detection of leukemia using microscopic images
In present scenario, hematological disorders of leukocyte (WBC) are very frequent in
medical practices. This work proposes a novel technique to differentiate ALL (acute …
medical practices. This work proposes a novel technique to differentiate ALL (acute …
An automatic and robust decision support system for accurate acute leukemia diagnosis from blood microscopic images
This paper proposes an automatic and robust decision support system for accurate acute
leukemia diagnosis from blood microscopic images. It is a challenging issue to segment …
leukemia diagnosis from blood microscopic images. It is a challenging issue to segment …
Automated detection of acute leukemia using k-mean clustering algorithm
Leukemia is a hematologic cancer which develops in blood tissue and triggers rapid
production of immature and abnormal-shaped White Blood Cells. Based on statistics it is …
production of immature and abnormal-shaped White Blood Cells. Based on statistics it is …
Computer-assisted frameworks for classification of liver, breast and blood neoplasias via neural networks: A survey based on medical images
Abstract Computer Aided Diagnosis (CAD) systems can support physicians in classifying
different kinds of breast cancer, liver cancer and blood tumours also revealed by images …
different kinds of breast cancer, liver cancer and blood tumours also revealed by images …