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- Histological image classification using biologically interpretable shape-based features
Sonal Kothari, John H Phan, Andrew N Young and May D Wang
Sonal is a PhD candidate at the Georgia Institute of Technology and is currently a graduate researcher in the BioMedical Informatics and Bio-Imaging Laboratory.
The paper discusses biologically interpretable shape-based features for automatic histological image classification.Notably,- Automatic color segmentation with color normalization, to overcome color variations in tissue samples
- Shape-based features using Fourier shape descriptors
The case examined renal tumor histological subtype (4 subtypes) classification. It was found that:- Shape-based features complement or outperform other traditional features
- Emerging patterns are easily interpretable
To read the full publication go to http://www.biomedcentral.com/1471-2342/13/9/abstract
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