Segmentation of white blood cell, nucleus and cytoplasm in digital haematology microscope images: A review–challenges, current and future potential techniques
ALD Khamael, J Banks, K Nugyen… - IEEE Reviews in …, 2020 - ieeexplore.ieee.org
Segmentation of white blood cells in digital haematology microscope images represents one
of the major tools in the diagnosis and evaluation of blood disorders. Pathological …
of the major tools in the diagnosis and evaluation of blood disorders. Pathological …
[HTML][HTML] Recent computational methods for white blood cell nuclei segmentation: A comparative study
AR Andrade, LHS Vogado, R de MS Veras… - Computer methods and …, 2019 - Elsevier
Background and objective: Leukaemia is a disease found worldwide; it is a type of cancer
that originates in the bone marrow and is characterised by an abnormal proliferation of white …
that originates in the bone marrow and is characterised by an abnormal proliferation of white …
Comparison of traditional image processing and deep learning approaches for classification of white blood cells in peripheral blood smear images
Automated classification and morphological analysis of white blood cells has been
addressed since last four decades, but there is no optimal method which can be used as …
addressed since last four decades, but there is no optimal method which can be used as …
Leucocyte classification for leukaemia detection using image processing techniques
L Putzu, G Caocci, C Di Ruberto - Artificial intelligence in medicine, 2014 - Elsevier
Introduction The counting and classification of blood cells allow for the evaluation and
diagnosis of a vast number of diseases. The analysis of white blood cells (WBCs) allows for …
diagnosis of a vast number of diseases. The analysis of white blood cells (WBCs) allows for …
Automated leukaemia detection using microscopic images
N Patel, A Mishra - Procedia computer science, 2015 - Elsevier
In this paper, automated approach of leukaemia detection is proposed. In a manual method
of Leukaemia detection, experts check the microscopic images. This is lengthy and time …
of Leukaemia detection, experts check the microscopic images. This is lengthy and time …
A customized efficient deep learning model for the diagnosis of acute leukemia cells based on lymphocyte and monocyte images
S Ansari, AH Navin, AB Sangar, JV Gharamaleki… - Electronics, 2023 - mdpi.com
The production of blood cells is affected by leukemia, a type of bone marrow cancer or blood
cancer. Deoxyribonucleic acid (DNA) is related to immature cells, particularly white cells …
cancer. Deoxyribonucleic acid (DNA) is related to immature cells, particularly white cells …
Recognition of acute lymphoblastic leukemia cells in microscopic images using k-means clustering and support vector machine classifier
Acute lymphoblastic leukemia is the most common form of pediatric cancer which is
categorized into three L1, L2, and L3 and could be detected through screening of blood and …
categorized into three L1, L2, and L3 and could be detected through screening of blood and …
Automatic segmentation, counting, size determination and classification of white blood cells
The counts, the so-called differential counts, and sizes of different types of white blood cells
provide invaluable information to evaluate a wide range of important hematic pathologies …
provide invaluable information to evaluate a wide range of important hematic pathologies …
Recognition of different types of leukocytes using YOLOv2 and optimized bag-of-features
White blood cells (WBCs) protect human body against different types of infections including
fungal, parasitic, viral, and bacterial. The detection of abnormal regions in WBCs is a difficult …
fungal, parasitic, viral, and bacterial. The detection of abnormal regions in WBCs is a difficult …
Convolutional neural networks for recognition of lymphoblast cell images
T Pansombut, S Wikaisuksakul… - Computational …, 2019 - Wiley Online Library
This paper presents the recognition for WHO classification of acute lymphoblastic leukaemia
(ALL) subtypes. The two ALL subtypes considered are T‐lymphoblastic leukaemia (pre‐T) …
(ALL) subtypes. The two ALL subtypes considered are T‐lymphoblastic leukaemia (pre‐T) …