Publications by authors named "Andre Backes"

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Ensemble of Handcrafted and Learned Features for Colorectal Cancer Classification.
Larissa Ferreira Rodriges Moreira, André Ricardo Backes

J Imaging Inform Med· August 2025

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Correction: Ensemble of Handcrafted and Learned Features for Colorectal Cancer Classification.
Larissa F Rodrigues Moreira, André Ricardo Backes

J Imaging Inform Med· August 2025

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Development and Evaluation of an Automated Histomorphometric Analysis Method for the Assessment of Implant Osseointegration.
Lucas de Sousa Goulart Pereira, Jovânia Alves Oliveira, Elcio Marcantonio, André Ricardo Backes, Guilherme José Pimentel Lopes de Oliveira

J Imaging Inform Med· July 2025

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Fusion of Texture Features Applied to H. pylori Infection Classification from Histopathological Images.
André Ricardo Backes

J Imaging Inform Med· May 2025

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Decision tree model development and in silico validation for avoidable hospital readmissions at 30 days in a pediatric population.
Nayara Cristina Silva, Laurence Rodrigues do Amaral, Matheus de Souza Gomes, Pedro Luiz Lima Bertarini, Marcelo Keese Albertini, André Ricardo Backes

Nutr Hosp· December 2024

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Machine learning for hospital readmission prediction in pediatric population.
Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena

Comput Methods Programs Biomed· February 2024

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Measuring water holding capacity in pork meat images using deep learning.
Vinicius Clemente de Sousa Reis, Isaura Maria Ferreira, Mariah Castro Durval, Robson Carlos Antunes, Andre Ricardo Backes

Meat Sci· June 2023

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Validation of the HOSPITAL score as predictor of 30-day potentially avoidable readmissions in pediatric hospitalized population: retrospective cohort study.
Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena

Eur J Pediatr· April 2023

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An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis.
Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Appl Soft Comput· February 2023

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A new index for quantifying the ornamentational complexity of animals with shells.
Luyi Miao, Xu Dai, Hanchen Song, André Ricardo Backes, Haijun Song

Ecol Evol· August 2022

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Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification.
Larissa Ferreira Rodrigues, André Ricardo Backes, Bruno Augusto Nassif Travençolo, Gina Maira Barbosa de Oliveira

J Digit Imaging· June 2022

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Automatic Segmentation of Bone Canals in Histological Images.
Pedro Henrique Campos Cunha Gondim, Pedro Henrique Justino Oliveira Limirio, Flaviana Soares Rocha, Jonas Dantas Batista, Paula Dechichi, André Ricardo Backes

J Digit Imaging· June 2021

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A study of publication trajectories of the Brazilian Computer Science community.
Marcelo K Albertini, André R Backes, Adriano L DE Sá

An Acad Bras Cienc· September 2019

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Fibrous Dysplasia Characterization Using Lacunarity Analysis.
Mirna S Cordeiro, André R Backes, Antônio F Durighetto Júnior, Elmar H G Gonçalves, Jefferson X de Oliveira

J Digit Imaging· February 2016

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Image analysis of weaverbird nests reveals signature weave textures.
Ida E Bailey, André Backes, Patrick T Walsh, Kate V Morgan, Simone L Meddle

R Soc Open Sci· June 2015

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Medical image retrieval and analysis by Markov random fields and multi-scale fractal dimension.
André Ricardo Backes, Leandro Cavaleri Gerhardinger, João do Espírito Santo Batista Neto, Odemir Martinez Bruno

Phys Med Biol· February 2015

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Color texture classification using shortest paths in graphs.
Jarbas Joaci de Mesquita Sa Junior, Paulo Cesar Cortez, Andre Ricardo Backes

IEEE Trans Image Process· September 2014

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Shape analysis using fractal dimension: a curvature based approach.
André R Backes, João B Florindo, Odemir M Bruno

Chaos· December 2012

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