Automated classification of bone marrow cells in microscopic images for diagnosis of leukemia: a comparison of two classification schemes with respect to the segmentation quality

2015 ◽  
Author(s):  
Sebastian Krappe ◽  
Michaela Benz ◽  
Thomas Wittenberg ◽  
Torsten Haferlach ◽  
Christian Münzenmayer
Keyword(s):  
Bone Marrow ◽  
Bone Marrow Cells ◽  
Automated Classification ◽  
Classification Schemes ◽  
Microscopic Images ◽  
Segmentation Quality ◽  
Marrow Cells

scholarly journals Classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia

2021 ◽  
Vol 2058 (1) ◽  
pp. 012043
Author(s):  
V G Nikitayev ◽  
A N Pronichev ◽  
N N Tupitsin ◽  
V Yu Selchuk ◽  
V V Dmitrieva ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Acute Lymphoblastic Leukemia ◽  
Bone Marrow Cells ◽  
Residual Disease ◽  
Lymphoblastic Leukemia ◽  
Automated Classification ◽  
Classification Methods ◽  
Minimal Residual ◽  
Marrow Cells

Abstract The paper presents approaches to automated classification of bone marrow cells in the diagnosis of acute lymphoblastic leukemia and minimal residual disease using image recognition procedures. The classification methods that show the best accuracy in the recognition of eight types of bone marrow cells were experimentally determined. Recommendations for their use are given.

scholarly journals Correction: Segmentation and Classification of Bone Marrow Cells Images Using Contextual Information for Medical Diagnosis of Acute Leukemias

PLoS ONE ◽  
2015 ◽  
Vol 10 (7) ◽  
pp. e0134066 ◽  
Author(s):  
Carolina Reta ◽  
Leopoldo Altamirano ◽  
Jesus A. Gonzalez ◽  
Raquel Diaz-Hernandez ◽  
Hayde Peregrina ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Medical Diagnosis ◽  
Bone Marrow Cells ◽  
Contextual Information ◽  
Acute Leukemias ◽  
Marrow Cells

Attention-Based Fine-Grained Classification of Bone Marrow Cells

2021 ◽  
pp. 652-668
Author(s):  
Weining Wang ◽  
Peirong Guo ◽  
Lemin Li ◽  
Yan Tan ◽  
Hongxia Shi ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Bone Marrow Cells ◽  
Fine Grained ◽  
Marrow Cells

scholarly journals Segmentation and Classification of Bone Marrow Cells Images Using Contextual Information for Medical Diagnosis of Acute Leukemias

PLoS ONE ◽  
2015 ◽  
Vol 10 (6) ◽  
pp. e0130805 ◽  
Author(s):  
Carolina Reta ◽  
Leopoldo Altamirano ◽  
Jesus A. Gonzalez ◽  
Raquel Diaz-Hernandez ◽  
Hayde Peregrina ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Medical Diagnosis ◽  
Bone Marrow Cells ◽  
Contextual Information ◽  
Acute Leukemias ◽  
Marrow Cells

CABG and intramyocardial delivery of CD133+ bone marrow cells: 3-years follow-up on safety and efficacy

2006 ◽  
Vol 54 (S 1) ◽  
Author(s):  
C Stamm ◽  
YH Choi ◽  
A Liebold ◽  
HD Kleine ◽  
S Dunkelmann ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Bone Marrow Cells ◽  
Safety And Efficacy ◽  
Intramyocardial Delivery ◽  
Marrow Cells
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