Paulo Mazzoncini de Azevedo Marques
Orcid: 0000-0002-7271-2774
According to our database1,
Paulo Mazzoncini de Azevedo Marques
authored at least 81 papers
between 2000 and 2023.
Collaborative distances:
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Bibliography
2023
A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI.
J. Digit. Imaging, August, 2023
Pushing diversity into higher dimensions: The LID effect on diversified similarity searching.
Inf. Syst., March, 2023
2022
Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis.
J. Digit. Imaging, 2022
Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics.
J. Digit. Imaging, 2022
Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
The UTrack framework for segmenting and measuring dermatological ulcers through telemedicine.
Comput. Biol. Medicine, 2021
2020
J. Digit. Imaging, 2020
A superpixel-driven deep learning approach for the analysis of dermatological wounds.
Comput. Methods Programs Biomed., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms.
Int. J. Comput. Assist. Radiol. Surg., 2020
Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
2019
<i>dp</i>-BREATH: Heat maps and probabilistic classification assisting the analysis of abnormal lung regions.
Comput. Methods Programs Biomed., 2019
A 2-AFC study to validate artificially inserted microcalcification clusters in digital mammography.
Proceedings of the Medical Imaging 2019: Image Perception, 2019
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
2018
Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture.
J. Digit. Imaging, 2018
Radiomics-based features for pattern recognition of lung cancer histopathology and metastases.
Comput. Methods Programs Biomed., 2018
2017
Integrating 3D image descriptors of margin sharpness and texture on a GPU-optimized similar pulmonary nodule retrieval engine.
J. Supercomput., 2017
Selecting relevant 3D image features of margin sharpness and texture for lung nodule retrieval.
Int. J. Comput. Assist. Radiol. Surg., 2017
Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures.
Int. J. Comput. Assist. Radiol. Surg., 2017
Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
2016
Cloud-Based NoSQL Open Database of Pulmonary Nodules for Computer-Aided Lung Cancer Diagnosis and Reproducible Research.
J. Digit. Imaging, 2016
Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy.
J. Digit. Imaging, 2016
Comput. Methods Programs Biomed., 2016
Shape, texture and statistical features for classification of benign and malignant vertebral compression fractures in magnetic resonance images.
Comput. Biol. Medicine, 2016
Recognition of vertebral compression fractures in magnetic resonance images using statistics of height and width.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016
Proceedings of the IEEE International Symposium on Multimedia, 2016
2015
Biomed. Signal Process. Control., 2015
Gaussian mixture modeling for statistical analysis of features of high-resolution CT images of diffuse pulmonary diseases.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Classification of vertebral compression fractures in magnetic resonance images using spectral and fractal analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Fuzzy membership functions for analysis of high-resolution CT images of diffuse pulmonary diseases.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Semiautomatic Classification of Benign Versus Malignant Vertebral Compression Fractures Using Texture and Gray-Level Features in Magnetic Resonance Images.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Prehospital Electronic Record with Use of Mobile Devices in the SAMU's Ambulances in Ribeirão Preto-Brazil.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
2014
The Superiority of Tsallis Entropy over Traditional Cost Functions for Brain MRI and SPECT Registration.
Entropy, 2014
Characterization and pattern recognition of color images of dermatological ulcers - a pilot study.
Comput. Sci. J. Moldova, 2014
PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles.
Comput. Biol. Medicine, 2014
Fractal analysis for computer-aided diagnosis of diffuse pulmonary diseases in HRCT images.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014
2013
Content-based Retrieval of Medical Images: Landmarking, Indexing, and Relevance Feedback
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01651-6, 2013
IEEE J. Biomed. Health Informatics, 2013
Automatic localization of the nipple in mammograms using Gabor filters and the Radon transform.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Deterministic Record Linkage versus Similarity Functions: A Study in Health Databases from Brazil.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Comput. Biol. Medicine, 2012
2011
Proceedings of the Information Technology in Bio- and Medical Informatics, 2011
Classification of dermatological ulcers based on tissue composition and color texture features.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
2010
Modelo Estatístico para a Determinação do Número Ótimo de Iterações do Filtro de Difusão Anisotrópica Aplicado à Redução de Ruído de Imagens de Ressonância Magnética do Cérebro.
RITA, 2010
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010
2009
Int. J. Heal. Inf. Syst. Informatics, 2009
Computational Environment for Radiology and Image-Diagnosis Teaching: A Proposal Using Systems Methodology.
Int. J. Emerg. Technol. Learn., 2009
Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques.
Data Knowl. Eng., 2009
Including the perceptual parameter to tune the retrieval ability of pulmonary CBIR systems.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
IEEE Trans. Multim., 2008
J. Digit. Imaging, 2008
Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge.
Int. J. Comput. Assist. Radiol. Surg., 2008
Brain registration and subtraction - improved localization for SPECT analysis (B.R.A.S.I.L.): a computer-aided diagnosis in epilepsy tool kit.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Supporting ethnographic studies of ubiquitous computing in the medical grand round experience.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Implementation and Test of B.R.A.S.I.L: An Epilepsy Computer-Aided Diagnosis Toolkit.
Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Usefulness of Texture Analysis for Computerized Classification of Breast Lesions on Mammograms.
J. Digit. Imaging, 2007
Content-based Retrieval of Mammograms Using Visual Features Related to Breast Density Patterns.
J. Digit. Imaging, 2007
Future Gener. Comput. Syst., 2007
Grid computing to make viable the content based medical image retrieval through the image registration techniques.
Proceedings of the 2007 Euro American conference on Telematics and Information Systems, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
2005
Using an image-extended relational database to support content-based image retrieval in a PACS.
Comput. Methods Programs Biomed., 2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
2004
Integrating RIS/PACS: The Web-based Solution at University Hospital of Ribeirão Preto, Brazil.
J. Digit. Imaging, 2004
A method for edge restoration and breast region segmentation in noisy mammograms.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
World Wide Web, 2003
2002
The Metric Histogram: A New and Efficient Approach for Content-based Image Retrieval.
Proceedings of the Visual and Multimedia Information Management, 2002
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
2000
Comparative of shape and texture features in classifications of breast masses in digitized mammograms.
Proceedings of the Medical Imaging 2000: Image Processing, 2000