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Characterization and automatic screening of reactive and abnormal neoplastic B lymphoid cells from peripheral blood

Autor
Alferez, E.; Merino, A.; Bigorra, L.; Rodellar, J.
Tipus d'activitat
Article en revista
Revista
International journal of laboratory hematology
Data de publicació
2016-04
Volum
38
Número
2
Pàgina inicial
209
Pàgina final
219
DOI
https://doi.org/10.1111/ijlh.12473 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/115088 Obrir en finestra nova
URL
http://onlinelibrary.wiley.com/wol1/doi/10.1111/ijlh.12473/full Obrir en finestra nova
Resum
The objective was to advance in the automatic, image-based, characterization and recognition of a heterogeneous set of lymphoid cells from peripheral blood, including normal, reactive, and five groups of abnormal lymphocytes: hairy cells, mantle cells, follicular lymphoma, chronic lymphocytic leukemia, and prolymphocytes. Methods: A number of 4389 images from 105 patients were selected by pathologists, based on morphologic visual appearance, from patients whose diagnosis was confirmed by all the...
Citació
Alferez, E., Merino, A., Bigorra, L., Rodellar, J. Characterization and automatic screening of reactive and abnormal neoplastic B lymphoid cells from peripheral blood. "International journal of laboratory hematology", Abril 2016, vol. 38, núm. 2, p. 209-219.
Paraules clau
Abnormal lymphoid cells, Automatic cell classification, Blood cells, Digital image processing, Morphologic analysis, Peripheral blood
Grup de recerca
CoDAlab - Control, Modelització, Identificació i Aplicacions

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