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Rafael Teixeira Sousa
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The RSNA pediatric bone age machine learning challenge
SS Halabi, LM Prevedello, J Kalpathy-Cramer, AB Mamonov, A Bilbily, ...
Radiology 290 (2), 498-503, 2019
3692019
Comparative performance analysis of machine learning classifiers in detection of childhood pneumonia using chest radiographs
RT Sousa, O Marques, FAAMN Soares, IIG Sene Jr, LLG de Oliveira, ...
Procedia Computer Science 18, 2579-2582, 2013
512013
Evaluation of classifiers to a childhood pneumonia computer-aided diagnosis system
RT Sousa, O Marques, GTF Curado, RM da Costa, AS Soares, FA Soares, ...
2014 IEEE 27th international symposium on computer-based medical systems …, 2014
182014
Araguaia medical vision lab at ISIC 2017 skin lesion classification challenge
RT Sousa, LV de Moraes
arXiv preprint arXiv:1703.00856, 2017
112017
Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks
RT Sousa, LA Pereira, AS Soares
Machine Learning for Health (ML4H) Workshop at NeurIPS 2018, 2018
6*2018
Avaliação de classificadores na classificação de radiografias de tórax para o diagnóstico de pneumonia infantil
RT SOUSA
Dissertação (Mestrado)—Programa de Pós-Graduação do Instituto de …, 2013
52013
Comparative performance analysis of machine learning classifiers and dimensionality reduction algorithms in detection of childhood pneumonia
RT Sousa, O Marques, IIGSJA Soares, LLG de Oliveira
Anais do XIII Workshop de Informática Médica, 1228-1237, 2013
42013
Improving irregularly sampled time series learning with dense descriptors of time
RT Sousa, LA Pereira, AS Soares
arXiv preprint arXiv:2003.09291, 2020
32020
Live Births Prediction using Legendre Memory Unit: A case study for the health regions of Goiás
GK Diógenes, ARDS Vitória, DFC Silva, D do Prado Pagotto, RT Sousa, ...
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
22023
Araguaia medical vision lab at ISIC 2017 skin lesion classification challenge
R Teixeira Sousa, L Vasconcellos de Moraes
arXiv e-prints, arXiv: 1703.00856, 2017
12017
Live Birth Forecasting in Brazillian Health Regions with Tree-based Machine Learning Models
DV Do Nascimento, RT Sousa, DFC Silva, DDP Pagotto, CJ Coelho, ...
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
2023
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