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 | 233 | 2017 |
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 | 148 | 2019 |
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 | 107 | 2014 |
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 | 90 | 2020 |
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 | 87 | 2013 |
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 | 77 | 2015 |
Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection R Pires, HF Jelinek, J Wainer, A Rocha | 67 | 2012 |
Towards automated melanoma screening: Exploring transfer learning schemes A Menegola, M Fornaciali, R Pires, S Avila, E Valle arXiv preprint arXiv:1609.01228, 2016 | 52 | 2016 |
Sabiá: Portuguese Large Language Models R Pires, H Abonizio, T Rogério, R Nogueira arXiv preprint arXiv:2304.07880, 2023 | 28 | 2023 |
Evaluating GPT-3.5 and GPT-4 models on Brazilian university admission exams D Nunes, R Primi, R Pires, R Lotufo, R Nogueira arXiv preprint arXiv:2303.17003, 2023 | 26 | 2023 |
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 | 26 | 2012 |
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 | 20 | 2019 |
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 | 16 | 2014 |
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 | 12 | 2015 |
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 | 12 | 2013 |
Valle A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila E.: Knowledge transfer for melanoma screening with deep learning. ArXiv e-prints, 0 | 7 | |
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 | 4 | 2022 |
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 | 4 | 2014 |
Thales Sales Almeida, and Rodrigo Nogueira. 2023. Sabiá: Portuguese large language models R Pires, H Abonizio Intelligent Systems, 226-240, 0 | 4 | |
Sabi\'a-2: A New Generation of Portuguese Large Language Models TS Almeida, H Abonizio, R Nogueira, R Pires arXiv preprint arXiv:2403.09887, 2024 | 3 | 2024 |