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Ramon Pires
Ramon Pires
Ph.D. in Computer Science at University of Campinas
E-mail confirmado em ic.unicamp.br - Página inicial
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Knowledge transfer for melanoma screening with deep learning
A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila, E Valle
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
1632017
Advancing bag-of-visual-words representations for lesion classification in retinal images
R Pires, HF Jelinek, J Wainer, E Valle, A Rocha
PloS one 9 (6), e96814, 2014
762014
Assessing the need for referral in automatic diabetic retinopathy detection
R Pires, HF Jelinek, J Wainer, S Goldenstein, E Valle, A Rocha
IEEE Transactions on Biomedical Engineering 60 (12), 3391-3398, 2013
722013
A data-driven approach to referable diabetic retinopathy detection
R Pires, S Avila, J Wainer, E Valle, MD Abramoff, A Rocha
Artificial intelligence in medicine 96, 93-106, 2019
702019
Beyond lesion-based diabetic retinopathy: a direct approach for referral
R Pires, S Avila, HF Jelinek, J Wainer, E Valle, A Rocha
IEEE journal of biomedical and health informatics 21 (1), 193-200, 2015
572015
Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection
R Pires, HF Jelinek, J Wainer, A Rocha
532012
Towards automated melanoma screening: Exploring transfer learning schemes
A Menegola, M Fornaciali, R Pires, S Avila, E Valle
arXiv preprint arXiv:1609.01228, 2016
432016
Alzheimer's disease detection through whole-brain 3D-CNN MRI
G Folego, M Weiler, RF Casseb, R Pires, A Rocha
Frontiers in bioengineering and biotechnology 8, 534592, 2020
272020
Data fusion for multi-lesion diabetic retinopathy detection
HF Jelinek, R Pires, R Padilha, S Goldenstein, J Wainer, T Bossomaier, ...
2012 25th IEEE International Symposium on Computer-Based Medical Systems …, 2012
232012
Automatic diabetic retinopathy detection using BossaNova representation
R Pires, S Avila, HF Jelinek, J Wainer, E Valle, A Rocha
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
162014
Eyes in the skies: A data-driven fusion approach to identifying drug crops from remote sensing images
A Ferreira, SC Felipussi, R Pires, S Avila, G Santos, J Lambert, J Huang, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
122019
Quality control and multi-lesion detection in automated retinopathy classification using a visual words dictionary
HF Jelinek, R Pires, R Padilha, S Goldenstein, J Wainer, A Rocha
Intl. Conference of the IEEE Engineering in Medicine and Biology Society …, 2013
112013
Automated multi-lesion detection for referable diabetic retinopathy in indigenous health care
R Pires, T Carvalho, G Spurling, S Goldenstein, J Wainer, A Luckie, ...
PloS one 10 (6), e0127664, 2015
102015
Valle
A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila
E.: Knowledge transfer for melanoma screening with deep learning. ArXiv e-prints, 0
6
Visual words dictionaries and fusion techniques for searching people through textual and visual attributes
J Fabian, R Pires, A Rocha
Pattern Recognition Letters 39, 74-84, 2014
32014
Searching for people through textual and visual attributes
J Fabian, R Pires, A Rocha
2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, 276-282, 2012
22012
An accountable saliency-oriented data-driven approach to diabetic retinopathy detection
R Pires, A Ferreira, S Avila, J Wainer, A Rocha
Diabetes and Fundus OCT, 223-243, 2020
12020
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents
R Pires, FC de Souza, G Rosa, RA Lotufo, R Nogueira
International Workshop on Document Analysis Systems, 83-95, 2022
2022
Image Analytics Techniques for Diabetic Retinopathy Detection
R Pires, A Rocha, J Wainer
Anais do XXXII Concurso de Teses e Dissertações, 2019
2019
Diabetic Retinopathy Image Quality Assessment, Detection, Screening and Referral
R Pires, A Rocha
Anais do XXVII Concurso de Teses e Dissertações, 61-66, 2014
2014
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