Laboratory of Analysis and Processing of Medical and Dental Images
Escola de Engenharia de São Carlos - Universidade de São Paulo
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Main concluded researches
Image Processing
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Clustered microcalcifications detection in digitized mammograms;
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Development of a breast images database for processing;
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Investigation on digital images format and compression for dense breast images processing;
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Microcalcifications segmentation techniques in dense breast images;
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Masses segmentation techniques in dense breast images;
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Masses classification in dense breast images by wavelets transform;
. Algorithms for detecting shapes and details of pathological interest in radiographic images;
. CAD schemes for suspect structures detection in digital mammograms;
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Development of automatic classifiers based on artificial neural networks for CAD scheme in mammography;
Quality assurance
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Analysis of X-rays beams quality in mammographic facilities by development of kVp measurement digital systems;
. Computer simulation for evaluating radiological image systems by the transfer function method;
. Computer simulation of the radiologic images sharpness for quality assurance purposes;
. Computerized device for investigation of operational parameters and focal spot of radiographic systems;
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Computer simulation for investigating the half-value layer;
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Computer simulation of mammographic images recording systems;
Others
. Tool for aiding the training in mammographic images evaluation by Internet ;
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Study of the field characteristic in radiologic image systems;
. A quality relative index for evaluation of radiographic systems by the MTF method;
. Quality investigations on digital radiological systems by the MTF method;
. Studies on the mammographic image density changes during the menstrual cycle;
. Technique for asymmetry analysis in digital mammographic images;
Main researches in development
. Computer-aided diagnosis scheme in mammography associated to an image quality assurance program;
. Investigations on digital mammography images quality;
. Optical transfer function simulation applied to mammographic images processing;
. Hybrid automatic classifiers designed to analysis of mammographic findings in dense breast images processing;
. Computer scheme for quality evaluation in diagnostic radiology;
. Techniques for false positive rates reduction in CAD schemes in mammography;
. Ultra-sound obstetric images 3D reconstruction;
. Quality evaluation of odontological radiological equipment;
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©2004 Laboratório de Análise e Processamento de Imagens Médicas e Odontológicas.