A Feature Selection Based Framework for Histology Image Classification Using Global and Local Heterogeneity Quantification

Coatelen, Jeremy ;   Albouy-Kissi, Adélaide ;   Albouy-Kissi, Benjamin ;   Coton, Jean-Philippe ;   Sifre, Laurence ;   Joubert-Zakeyh, Juliette ;   Dechelotte, Pierre ;   Abergel, Armand

Tags Image classificationImage feature extractionImage segmentation

Biopsy remains the gold standard for the diagnosis of chronic liver diseases. However, the concordance between readers is subject to...

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An Automated Dental Caries Detection and Scoring System for Optical Images of Tooth Occlusal Surface

Ghaedi, Leila ;   Gottlieb, Riki ;   Sarrett, David ;   ismail, amid ;   Belle, Ashwin ;   Najarian, Kayvan ;   Hobson, Rosalyn

Tags Image classificationImage feature extractionOptical imaging

Dental caries are one of the most prevalent chronic diseases. The management of dental caries demands detection of carious lesions at early...

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Atrophy Analysis of Corpus Callosum in Alzheimer Brain MR Images Using Anisotropic Diffusion Filtering and Level Sets

Anandh, K R ;   Sujatha, C.M. ;   Ramakrishnan, Swaminathan

Tags Image segmentationBrain image analysisImage feature extraction

In this work, an attempt has been made to analyze the atrophy of Corpus Callosum (CC) in Alzheimer brain magnetic resonance images using...

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Evaluation of Performance Metrics for Histopathological Image Classifier Optimization

Zachariah, Nishant ;   Kothari, Sonal ;   Ramamurthy, Senthil ;   Osunkoya, Adeboye ;   Wang, May D.

Tags Image classification

Clinical decision support systems use image processing and machine learning methods to objectively predict cancer in histopathological images....

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Longitudinal FDG-PET Features for the Classification of Alzheimer's Disease

Rodrigues, Filipa Conceição Santos ;   Silveira, Margarida

Tags Image classificationBrain image analysisPET and SPECT Imaging applications

The majority of existing computer-aided diagnosis (CAD) schemes for Alzheimer's disease (AD) relies on the analysis of biomarkers at a single...

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Occlusal Caries Detection Using Random Walker Algorithm: A Graph Approach

Bampis, Christos ;   Koutsouri, Georgia ;   Berdouses, Elias ;   Tripoliti, Evanthia ;   Iliopoulou, Dimitra ;   Koutsouris, Dimitrios ;   Oulis, Constantine ;   Fotiadis, Dimitrios I.

Tags Image segmentation

The aim of this work is to present a modification of the Random Walker algorithm for the segmentation of occlusal caries from photographic...

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