Helena Paula Brentani

According to our database, Helena Paula Brentani authored at least 19 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Enhancing ensemble classifiers utilizing gaze tracking data for autism spectrum disorder diagnosis.

Rafaela Oliveira da Silva Sá, Gabriel de Castro Michelassi, Diego dos Santos Butrico, Felipe de Oliveira Franco, Fernando Mitsuo Sumiya, Joana Portolese, Helena Paula Brentani, Fátima L. S. Nunes, Ariane Machado-Lima

Comput. Biol. Medicine, 2024

AutoBioLearn: An Automated Data Science Framework for eXplainable Analyses (XAI) of Clinical Datasets.

Lucas P. B. Moreira, Maria L. G. Kuniyoshi, Zofia Wicik, David Correa Martins Jr., Helena Paula Brentani, Sérgio Nery Simões

Proceedings of the 17th Brazilian Symposium on Bioinformatics, 2024

2023

Computer-aided autism diagnosis using visual attention models and eye-tracking: replication and improvement proposal.

Felipe O. Franco, Jessica S. Oliveira, Joana Portolese, Fernando Mitsuo Sumiya, Andréia F. Silva, Ariane Machado-Lima, Fátima L. S. Nunes, Helena Paula Brentani

BMC Medical Informatics Decis. Mak., December, 2023

Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms.

Gabriel C. Michelassi, Henrique S. Bortoletti, Tuany D. Pinheiro, Thiago Nobayashi, Fabio R. D. de Barros, Rafael Luiz Testa, Andréia F. Silva, Mirian C. Revers, Joana Portolese, Hélio Pedrini, Helena Paula Brentani, Fátima L. S. Nunes, Ariane Machado-Lima

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

MicroRNA target prediction tools for animals: Where we are at and where we are going to - A systematic review.

Rayssa M. M. W. Feitosa, Paula Prieto-Oliveira, Helena Paula Brentani, Ariane Machado-Lima

Comput. Biol. Chem., 2022

2021

Classification of Autism Spectrum Disorder Severity Using Eye Tracking Data Based on Visual Attention Model.

Mirian C. Revers, Jessica S. Oliveira, Felipe O. Franco, Joana Portolese, Thiago V. Cardoso, Andréia F. Silva, Ariane Machado-Lima, Fátima L. S. Nunes, Helena Paula Brentani

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Autism Spectrum Disorder diagnosis based on trajectories of eye tracking data.

Thiago V. Cardoso, Gabriel C. Michelassi, Felipe O. Franco, Fernando Mitsuo Sumiya, Joana Portolese, Helena Paula Brentani, Ariane Machado-Lima, Fátima L. S. Nunes

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2016

Uma contribuição ao auxíılio do diagnóstico do autismo a partir do processamento de imagens para extração de medidas antropométricas.

Samuel Portela Carvalho, Ariane Machado-Lima, Helena Paula Brentani, Décio Brunoni, Rodrigo Ambrósio Fock, Fátima de Lourdes dos Santos Nunes

RITA, 2016

2015

NERI: network-medicine based integrative approach for disease gene prioritization by relative importance.

Sérgio Nery Simões, David Correa Martins, Carlos A. de B. Pereira, Ronaldo Fumio Hashimoto, Helena Paula Brentani

BMC Bioinform., December, 2015

Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data.

Tripti Swarnkar, Sérgio Nery Simões, Anji Anurak, Helena Paula Brentani, Jyotirmoy Chatterjee, Ronaldo Fumio Hashimoto, David Correa Martins, Pabitra Mitra

Netw. Model. Anal. Health Informatics Bioinform., 2015

2014

Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data.

Tripti Swarnkar, Sérgio Nery Simões, David Correa Martins, Anji Anurak, Helena Paula Brentani, Ronaldo Fumio Hashimoto, Pabitra Mitra

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

Network-Based Disease Gene Prioritization by Hitting Time Analysis.

Leandro de A. Lima, Sérgio Nery Simões, Ronaldo Fumio Hashimoto, David Correa Martins Jr., Helena Paula Brentani, Guilherme Oliveira Mota

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013

Ontocloud - a Clinical Information Ontology Based Data Integration System.

Diogo F. C. Patrão, Helena Paula Brentani, Marcelo Finger, Renata Wassermann

Proceedings of the 6th Seminar on Ontology Research in Brazil, 2013

Development of an Ontology to Pepresent the Autistic Patient Evaluation.

Luciana Cofiel, Diogo F. C. Patrão, Ricardo Pietrobon, Helena Paula Brentani

Proceedings of the AMIA 2013, 2013

2012

Shortest paths ranking methodology to identify alterations in PPI networks of complex diseases.

Sérgio Nery Simões, David Correa Martins Jr., Helena Paula Brentani, Ronaldo Fumio Hashimoto

Proceedings of the ACM International Conference on Bioinformatics, 2012

2007

Simcluster: clustering enumeration gene expression data on the simplex space.

Ricardo Z. N. Vêncio, Leonardo Varuzza, Carlos A. de B. Pereira, Helena Paula Brentani, Ilya Shmulevich

BMC Bioinform., 2007

A feature selection approach for identification of signature genes from SAGE data.

Junior Barrera, Roberto Marcondes Cesar Junior, Carlos Humes Jr., David Correa Martins Jr., Diogo F. C. Patrão, Paulo J. S. Silva, Helena Paula Brentani

BMC Bioinform., 2007

2004

Bayesian model accounting for within-class biological variability in Serial Analysis of Gene Expression (SAGE).

Ricardo Z. N. Vêncio, Helena Paula Brentani, Diogo F. C. Patrão, Carlos A. de B. Pereira

BMC Bioinform., 2004

2003

Using credibility intervals instead of hypothesis tests in SAGE analysis.

Ricardo Z. N. Vêncio, Helena Paula Brentani, Carlos A. de B. Pereira

Bioinform., 2003