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Automatic classification of atypical lymphoid B cells using digital blood image processing

Autor
Alferez, E.; Merino, A.; Mujica, L.E.; Ruiz, M.; Bigorra, L.; Rodellar, J.
Tipus d'activitat
Article en revista
Revista
International journal of laboratory hematology
Data de publicació
2014-08-01
Volum
36
Número
4
Pàgina inicial
472
Pàgina final
480
DOI
https://doi.org/10.1111/ijlh.12175 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/22609 Obrir en finestra nova
URL
http://onlinelibrary.wiley.com/doi/10.1111/ijlh.12175/abstract Obrir en finestra nova
Resum
Introduction: There are automated systems for digital peripheral blood (PB) cell analysis, but they operate most effectively in non-pathological blood samples. The objective of this work was to design a methodology to improve the automatic classification of abnormal lymphoid cells.; Methods: We analyzed 340 digital images of individual lymphoid cells from PB films obtained in the CellaVision DM96:150 chronic lymphocytic leukemia (CLL) cells, 100 hairy cell leukemia (HCL) cells, and 90 normal lym...
Citació
Alferez, E. [et al.]. Automatic classification of atypical lymphoid B cells using digital blood image processing. "International journal of laboratory hematology", Desembre 2013, p. 1-9.
Paraules clau
Atypical Lymphoid Cells, Hematological Cytology, Digital Image Processing, Automatic Cell Classification, Peripheral Blood, Morphological Analysis, Cellavision Dm96, Recognition, Diagnosis
Grup de recerca
CoDAlab - Control, Modelització, Identificació i Aplicacions

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