A Fuzzy Computer Aided Diagnosis System using Breast Thermography

Calderon-Contreras, Jorge David ;   Chacon-Murguia, Mario Ignacio ;   Villalobos, Adrian Jahaziel ;   Ortega-Maynez, Leticia

Tags BreastComputer-aided detection and diagnosis (CAD)Thermal imaging

In this article, a novel model of computer aided diagnosis (CAD) system through breast thermography is proposed with the purpose of...

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Anatomy-Specific Classification of Medical Images using Deep Convolutional Nets

Roth, Holger Reinhard ;   Lee, Christopher Tai-Yi ;   Shin, Hoo-Chang ;   Seff, Ari ;   Kim, Lauren ;   Yao, Jianhua ;   Lu, Le ;   Summers, Ronald

Tags Machine learningClassificationComputed tomography (CT)

Automated classification of human anatomy is an important prerequisite for many computer-aided diagnosis systems. The spatial complexity and...

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Consistent Estimation of the fMRI Hemodynamic Response Function in Ar(1) Noise

Seghouane, Abd-krim ;   Adnan, Shah

Tags Functional imaging (e.g. fMRI)BrainfMRI analysis

Different approaches have been considered so far for nonparametric Hemodynamic Response Function (HRF) estimation in noisy...

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Learning to Combine Decisions from Multiple Mammography Views

Bekker, Alan Joseph ;   Shalhon, Moran ;   Greenspan, Hayit K. ;   Goldberger, Jacob

Tags ClassificationBreastMachine learning

In this paper we address the problem of differentiating between malignant and benign tumors based on their appearance in the CC and MLO...

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Random Forest Classification of Depression Status based on Subcortical Brain Morphometry following Electroconvulsive Therapy

Wade, Benjamin ;   Joshi, Shantanu ;   Pirnia, Tara ;   Leaver, Amber ;   Woods, Roger ;   Thompson, Paul ;   Espinoza, Randall ;   Narr, Katherine

Tags Computer-aided detection and diagnosis (CAD)BrainMagnetic resonance imaging (MRI)

Disorders of the central nervous system are often accompanied by brain abnormalities detectable with MRI. Advances in biomedical imaging and...

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Sparse Sampling and Unsupervised Learning of Lung Texture Patterns in Pulmonary Emphysema: MESA COPD Study

Häme, Yrjö Tapio ;   Angelini, Elsa ;   Parikh, Megha ;   Smith, Benjamin M. ;   Hoffman, Eric ;   Barr, R. Graham ;   Laine, Andrew

Tags Computed tomography (CT)LungPattern recognition and classification

Pulmonary emphysema is defined morphologically by enlargement of alveolar airspaces and manifests as textural differences on thoracic...

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Spectral Correlation Analysis for Microcalcification Detection in Digital Mammogram Images

Khalaf, Aya ;   Yassine, Inas

Tags Computer-aided detection and diagnosis (CAD)

Breast cancer has been threatening lives of women around the world. Thus, Computer Aided Diagnosis (CAD) systems play an important role in...

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