Leukocyte Classification using Adaptive Neuro-Fuzzy Inference System in Microscopic Blood Images

Abstract Microscopic pathology is still a meticulous and biased task for hematologist, which leads to the misclassification of cells and vagueness prediction of abnormal cells due to variability in the morphological structure of leukocytes. Therefore, to enhance the detection precision and diminishi...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Rawat, Jyoti [verfasserIn]

Singh, Annapurna [verfasserIn]

Bhadauria, H S [verfasserIn]

Virmani, Jitendra [verfasserIn]

Devgun, J S [verfasserIn]

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2017

Schlagwörter:

Leukocyte segmentation

Chan–Vase method

Texture features

Shape features

Color features

Leukocyte classification

Adaptive neuro-fuzzy classifier

Übergeordnetes Werk:

Enthalten in: The Arabian journal for science and engineering - Berlin : Springer, 2011, 43(2017), 12 vom: 21. Nov., Seite 7041-7058

Übergeordnetes Werk:

volume:43 ; year:2017 ; number:12 ; day:21 ; month:11 ; pages:7041-7058

Links:

Volltext

DOI / URN:

10.1007/s13369-017-2959-3

Katalog-ID:

SPR03198102X

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