Feature Importance for Human Epithelial (HEp-2) Cell Image Classification

Feature Importance for Human Epithelial (HEp-2) Cell Image Classification

Indirect Immuno-Fluorescence (IIF) microscopy imaging of human epithelial (HEp-2) cells is a popular method for diagnosing autoimmune diseases. Considering large data volumes, computer-aided diagnosis (CAD) systems, based on image-based classification, can help in terms of time, effort, and reliabil...

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Bibliographic Details
Main Authors: Vibha Gupta, Arnav Bhavsar
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Journal of Imaging
Subjects:
feature selection
HEp-2 cell image classification
filter methods
hybridization
random forest
class-specific features
Online Access:http://www.mdpi.com/2313-433X/4/3/46

Internet

http://www.mdpi.com/2313-433X/4/3/46

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