Joaquim Cezar Felipe

Orcid: 0000-0002-3411-3551

According to our database1, Joaquim Cezar Felipe authored at least 43 papers between 2000 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Deep neural networks can differentiate thyroid pathologies on infrared hyperspectral images.
Comput. Methods Programs Biomed., 2024

2023
Focal cortical dysplasia classification for refractory epilepsy detection using artificial neural network.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023

Histopathological diagnosis of colon cancer using micro-FTIR hyperspectral imaging and deep learning.
Comput. Methods Programs Biomed., April, 2023

Breast Cancer Detection in Histological Images Using Radiomic Features and Fully Connected Neural Networks.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Radiomic Features for Diabetic Retinopathy Early Detection Using Deep Neural Networks.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Advancing Thyroid Pathologies Detection with Recurrent Neural Networks and Micro-FTIR Hyperspectral Imaging.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022
COVID-19 and Viral Pneumonia Classification Using Radiomic Features and Deep Learning.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2021
Prediction of Radiation-Related Dental Caries Through PyRadiomics Features and Artificial Neural Network on Panoramic Radiography.
J. Digit. Imaging, 2021

Hyperspectral Signal Analysis for Thyroid Neoplasm Typification On Infrared Spectrum.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Brain Tumor Classification on Multi-Modality MRI Using Radiomic Features.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Automatic Processing of Histological Imaging to Aid Diagnosis of Cardiac Remodeling.
Proceedings of the Information Technology and Systems, 2020

Walk-Based Diversification for Data Summarization.
Proceedings of the Information Technology and Systems, 2020

2018
Two-dimensional multiscale entropy analysis: Applications to image texture evaluation.
Signal Process., 2018

2017
BioBankWarden: A web-based system to support translational cancer research by managing clinical and biomaterial data.
Comput. Biol. Medicine, 2017

2016
A New Method for Automated Identification and Morphometry of Myelinated Fibers Through Light Microscopy Image Analysis.
J. Digit. Imaging, 2016

Morphometric information to reduce the semantic gap in the characterization of microscopic images of thyroid nodules.
Comput. Methods Programs Biomed., 2016

2015
A similarity-based data warehousing environment for medical images.
Comput. Biol. Medicine, 2015

Computer-aided diagnosis system based on fuzzy logic for breast cancer categorization.
Comput. Biol. Medicine, 2015

A New Ontology-Based Method for Functional Composed Comparison of MicroRNAs.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014
Method for the mapping between health terminologies aiming systems interoperability.
Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

Two-dimensional sample entropy analysis of rat sural nerve aging.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Computational framework to support integration of biomolecular and clinical data within a translational approach.
BMC Bioinform., 2013

Fully-automatic tool for morphometric analysis of myelinated fibers.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Structural Analysis of Histological Images to Aid Diagnosis of Cervical Cancer.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Method to support diagnosis of cervical intraepithelial neoplasia (CIN) based on structural analysis of histological images.
Proceedings of CBMS 2012, 2012

Dimensionality reduction to improve content-based image retrieval: A clustering approach.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2010
iCube: A similarity-based data cube for medical images.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Mining Statistical Association Rules to Select the Most Relevant Medical Image Features.
Proceedings of the Mining Complex Data, 2009

A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images.
J. Digit. Imaging, 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

Ontology-based approach to achieve semantic interoperability on exchanging and integrating information about the patient clinical evolution.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

An ontology-based framework to support nonintrusive storage and analysis of radiological diagnosis data.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
A new method to efficiently reduce histogram dimensionality.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007
A New Method for Detection of Active Brain Regions with Event-Related fMRI Time Series Analysis.
Proceedings of the SIBGRAPI 2007, 2007

2006
A new similarity measure for histograms applied to content-based retrieval of medical images.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Effective shape-based retrieval and classification of mammograms.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Comparing images with distance functions based on attribute interaction.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Perceptual Distance Functions for Similarity Retrieval of Medical Images.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Development of methods for extraction, comparison and analysis of intrinsic features of medical images, aiming at perceptual content-based retrieval
PhD thesis, 2005

Global Warp Metric Distance: Boosting Content-based Image Retrieval through Histograms.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2003
Retrieval by Content of Medical Images Using Texture for Tissue Identification.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

2000
Modeling of an Object-Oriented Data Mart for Knowledge Discovery in Multimedia Metadata.
Proceedings of the XV Simpósio Brasileiro de Banco de Dados, 2000


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