Paulo Mazzoncini de Azevedo Marques

Orcid: 0000-0002-7271-2774

According to our database1, Paulo Mazzoncini de Azevedo Marques authored at least 84 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
RadPleura: A Radiomics-Based Framework for Lung Pleura Classification in Histology Images from Interstitial Lung Diseases.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular events.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

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
Towards an Information Infrastructure for Medical Image Sharing.
J. Digit. Imaging, 2020

A superpixel-driven deep learning approach for the analysis of dermatological wounds.
Comput. Methods Programs Biomed., 2020

A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis.
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

Blockchain Based Network for Tuberculosis: A Data Sharing Initiative in Brazil.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds.
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

Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration.
CoRR, 2016

Intraoral radiographs texture analysis for dental implant planning.
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

A Label-Scaled Similarity Measure for Content-Based Image Retrieval.
Proceedings of the IEEE International Symposium on Multimedia, 2016

2015
Detection of the nipple in mammograms with Gabor filters and the Radon transform.
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

Design of a Graph-Based System for Similar Case Retrieval of Pulmonary Nodules.
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

A Risk Analysis Model for PACS Environments in the Cloud.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Lyria PACS: A Case Study Saves Ten Million Dollars in a Brazilian Hospital.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Color and Texture Influence on Computer-Aided Diagnosis of Dermatological Ulcers.
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

Classification of Color Images of Dermatological Ulcers.
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

A Differential Method for Representing Spinal MRI for Perceptual-CBIR.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Segmentation of dermatological ulcers using clustering of color components.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

Does a CBIR system really impact decisions of physicians in a clinical environment?
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI.
Comput. Biol. Medicine, 2012

2011
MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval.
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

Segmentation and analysis of the tissue composition of dermatological ulcers.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009
How to Cope with the Performance Gap in Content-Based Image Retrieval Systems.
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

Content-based retrieval of medical images: From context to perception.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
An Association Rule-Based Method to Support Medical Image Diagnosis With Efficiency.
IEEE Trans. Multim., 2008

Radon-Domain Detection of the Nipple and the Pectoral Muscle in Mammograms.
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

How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method.
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

Towards applying content-based image retrieval in the clinical routine.
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

SuGAR: A Framework to Support Mammogram Diagnosis.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

HEAD: The Human Encephalon Automatic Delimiter.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Comparing images with distance functions based on attribute interaction.
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

Fractal Analysis of Image Textures for Indexing and Retrieval by Content.
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
Efficient Content-Based Image Retrieval through Metric Histograms.
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

How to Add Content-based Image Retrieval Capability in a PACS.
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


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