A survey on image segmentation of blood and bone marrow smear images with emphasis to automated detection of Leukemia
KK Anilkumar, VJ Manoj, TM Sagi - Biocybernetics and Biomedical …, 2020 - Elsevier
Leukemia is an abnormal proliferation of leukocytes in the bone marrow and blood and it is
usually diagnosed by the pathologists by observing the blood smear under a microscope …
usually diagnosed by the pathologists by observing the blood smear under a microscope …
Automated diagnosis of leukemia: a comprehensive review
Leukemia is the rapid production of abnormal white blood cells that consequently affects the
blood and damages the bone marrow. The overproduction of abnormal and immature white …
blood and damages the bone marrow. The overproduction of abnormal and immature white …
Classification of acute lymphoblastic leukemia using deep learning
Acute Leukemia is a life‐threatening disease common both in children and adults that can
lead to death if left untreated. Acute Lymphoblastic Leukemia (ALL) spreads out in children's …
lead to death if left untreated. Acute Lymphoblastic Leukemia (ALL) spreads out in children's …
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review
N KT, K Prasad, BMK Singh - Medical & biological engineering & …, 2022 - Springer
Anemia is a blood disorder which is caused due to inadequate red blood cells and
hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in …
hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in …
Acute lymphoblastic leukemia segmentation using local pixel information
The severity of acute lymphoblastic leukemia depends on the percentages of blast cells
(abnormal white blood cells) in bone marrow or peripheral blood. The manual microscopic …
(abnormal white blood cells) in bone marrow or peripheral blood. The manual microscopic …
Leukocytes image classification using optimized convolutional neural networks
M Hosseini, D Bani-Hani, SS Lam - Expert Systems with Applications, 2022 - Elsevier
Hematologic diseases and blood disorders can be studied through the microscopic or
chemical examination of blood smear images. Many researchers work on identifying …
chemical examination of blood smear images. Many researchers work on identifying …
Split and merge watershed: A two-step method for cell segmentation in fluorescence microscopy images
The development of advanced techniques in medical imaging has allowed scanning of the
human body to microscopic levels, making research on cell behavior more complex and …
human body to microscopic levels, making research on cell behavior more complex and …
An indeterminacy fusion of encoder-decoder network based on neutrosophic set for white blood cells segmentation
Medical image analysis, particularly the segmentation of White Blood Cells (WBCs), holds
critical importance in scrutinizing the quantity and morphology of these cells in smear …
critical importance in scrutinizing the quantity and morphology of these cells in smear …
Segmentation and classification of bone marrow cells images using contextual information for medical diagnosis of acute leukemias
Morphological identification of acute leukemia is a powerful tool used by hematologists to
determine the family of such a disease. In some cases, experienced physicians are even …
determine the family of such a disease. In some cases, experienced physicians are even …
Computer aided detection and classification of acute lymphoblastic leukemia cell subtypes based on microscopic image analysis
M MoradiAmin, A Memari… - Microscopy research …, 2016 - Wiley Online Library
Acute lymphoblastic leukemia (ALL) is a cancer that starts from the early version of white
blood cells called lymphocytes in the bone marrow. It can spread to different parts of the …
blood cells called lymphocytes in the bone marrow. It can spread to different parts of the …