Search Results - "Megalooikonomou, V"
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Cross gender-age trabecular texture analysis in cone beam CT
Published in Dento-maxillo-facial radiology (2014)“…To investigate whether multiple texture features in different regions of interest (ROIs) on cone beam CT (CBCT) are correlated with gender-age variation of…”
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A Representation and Classification Scheme for Tree-Like Structures in Medical Images: Analyzing the Branching Pattern of Ductal Trees in X-ray Galactograms
Published in IEEE transactions on medical imaging (01-04-2009)“…We propose a multistep approach for representing and classifying tree-like structures in medical images. Tree-like structures are frequently encountered in…”
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Quantizer design for distributed estimation with communication constraints and unknown observation statistics
Published in IEEE transactions on communications (01-02-2000)“…We consider the problem of quantizer design in a distributed estimation system with communication constraints in the case where only a training sequence is…”
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SU‐FF‐I‐168: Morphological Characterization of Arterial Trees in An Experimental Hindlimb Ischemia Model
Published in Medical Physics (01-06-2009)“…Purpose: The objective of this study was the morphological analysis of the arterial trees depicted in digital subtraction angiographic (DSA) images from a well…”
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Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with brain-image database
Published in Radiology (01-11-1999)“…To determine whether there is an association between the spatial distribution of lesions detected at magnetic resonance (MR) imaging of the brain in children…”
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Data mining in brain imaging
Published in Statistical methods in medical research (01-08-2000)“…Data mining in brain imaging is proving to be an effective methodology for disease prognosis and prevention. This, together with the rapid accumulation of…”
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Data mining in brain imaging
Published in Statistical methods in medical research (01-08-2000)“…Data mining in brain imaging is proving to be an effective methodology for disease prognosis and prevention. This, together with the rapid accumulation of…”
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A simulator for evaluating methods for the detection of lesion-deficit associations
Published in Human brain mapping (01-06-2000)“…Although much has been learned about the functional organization of the human brain through lesion-deficit analysis, the variety of statistical and…”
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Classification of galactograms using fractal properties of the breast ductal network
Published in 2006 3rd IEEE International Symposium on Biomedical Imaging--Macro to Nano : Arlington, WA, 6-9 April 2006 (2006)“…Several types of breast carcinomas tend to spread along the surface of the ductal lumen. Spontaneous nipple discharge can be an early symptom of such cancer…”
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Conference Proceeding Journal Article -
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SU‐E‐I‐69: A Cloud Based Application for MRI Brain Image Processing
Published in Medical physics (Lancaster) (01-06-2015)“…Purpose: In this study we present a cloud based application dedicated to MRI brain image processing, providing the flexibility to end users for managing and…”
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Medical Data Fusion for Telemedicine
Published in IEEE engineering in medicine and biology magazine (01-09-2007)“…In this article, we describe a framework for distributed statistical analysis of medical images that operates under minimal bandwidth requirements. This…”
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DrugOn: a fully integrated pharmacophore modeling and structure optimization toolkit
Published in PeerJ (San Francisco, CA) (13-01-2015)“…During the past few years, pharmacophore modeling has become one of the key components in computer-aided drug design and in modern drug discovery. DrugOn is a…”
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Learning-based automatic breast tumor detection and segmentation in ultrasound images
Published in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) (01-05-2012)“…Ultrasound (US) images have been widely used in the diagnosis of breast cancer in particular. While experienced doctors may locate the tumor regions in a US…”
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Conference Proceeding -
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A distributed proximal gradient descent method for tensor completion
Published in 2017 IEEE International Conference on Big Data (Big Data) (01-12-2017)“…In this paper, we propose a novel proximal method for CANDECOMP/PARAFAC (CP) decomposition to deal with the tensor completion problem. This approach is based…”
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Conference Proceeding -
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Spike detection in EEG by LPP and SVM
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (01-06-2014)“…This study presents a computer algorithm to detect epileptiform discharges (spikes) in electroencephalography (EEG) that are manifestations of an…”
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Conference Proceeding -
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Analysis of Multiplex Gene Expression Maps Obtained by Voxelation
Published in 2008 IEEE International Conference on Bioinformatics and Biomedicine (01-01-2008)“…In this paper we present an approach for identifying the relationships between gene expression maps and gene functions based on the multiplex gene expression…”
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Morphometric analysis of brain images with reduced number of statistical tests: A study on the gender-related differentiation of the corpus callosum
Published in Artificial intelligence in medicine (01-09-2009)“…Summary Objective We evaluate the feasibility of applying dynamic recursive partitioning (DRP), an image analysis technique, to perform morphometric analysis…”
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Detecting discriminative functional MRI activation patterns using space filling curves
Published in Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439) (2003)“…We propose a novel approach for detecting discriminative patterns of functional MRI (fMRI) activation that are associated with non-spatial clinical variables…”
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A multiresolution symbolic representation of time series
Published in 21st International Conference on Data Engineering (ICDE'05) (2005)“…Efficiently and accurately searching for similarities among time series and discovering interesting patterns is an important and non-trivial problem. In this…”
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Conference Proceeding -
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Similarity searches of medical image data in peer-to-peer systems
Published in Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine (01-11-2010)“…The objective of this study is to effectively perform content-based medical image retrieval in distributed systems. We present a method that constructs a…”
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Conference Proceeding