| Ptt5: Pretraining and validating the t5 model on brazilian portuguese data D Carmo, M Piau, I Campiotti, R Nogueira, R Lotufo arXiv preprint arXiv:2008.09144, 2020 | 55 | 2020 |
| Hippocampus segmentation on epilepsy and Alzheimer's disease studies with multiple convolutional neural networks D Carmo, B Silva, C Yasuda, L Rittner, R Lotufo Heliyon 7 (2), 2021 | 54 | 2021 |
| Air-sslam: A visual stereo indoor slam for aerial quadrotors P Araujo, R Miranda, D Carmo, R Alves, L Oliveira IEEE Geoscience and Remote Sensing Letters 14 (9), 1643-1647, 2017 | 19 | 2017 |
| A systematic review of automated segmentation methods and public datasets for the lung and its lobes and findings on computed tomography images D Carmo, J Ribeiro, S Dertkigil, S Appenzeller, R Lotufo, L Rittner Yearbook of Medical Informatics 31 (01), 277-295, 2022 | 17 | 2022 |
| Extended 2D Consensus Hippocampus Segmentation D Carmo, B Silva, C Yasuda, L Rittner, R Lotufo Medical Imaging with Deep Learning, 2019 | 16* | 2019 |
| MultiATTUNet: Brain Tumor Segmentation and Survival Multitasking D Carmo, L Rittner, R Lotufo Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 12 | 2021 |
| Rapidly deploying a COVID-19 decision support system in one of the largest Brazilian hospitals D Carmo, I Campiotti, L Rodrigues, I Fantini, G Pinheiro, D Moraes, ... Health Informatics Journal 27 (3), 14604582211033017, 2021 | 9 | 2021 |
| Multitasking segmentation of lung and COVID-19 findings in CT scans using modified EfficientDet, UNet and MobileNetV3 models D Carmo, I Campiotti, I Fantini, L Rodrigues, L Rittner, R Lotufo 17th International Symposium on Medical Information Processing and Analysis …, 2021 | 7 | 2021 |
| Hippocampus segmentation on epilepsy and Alzheimer’s disease studies with multiple convolutional neural networks. Heliyon 7 (2), e06226 (2021) D Carmo, B Silva, C Yasuda, L Rittner, R Lotufo | 7 | 2001 |
| Open-source tool for airway segmentation in computed tomography using 2.5 d modified efficientdet: Contribution to the atm22 challenge D Carmo, L Rittner, R Lotufo arXiv preprint arXiv:2209.15094, 2022 | 6 | 2022 |
| Volumetric segmentation of the corpus callosum: training a deep learning model on diffusion MRI J Rodrigues, G Pinheiro, D Carmo, L Rittner 17th International Symposium on Medical Information Processing and Analysis …, 2021 | 6 | 2021 |
| Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide D Carmo, G Pinheiro, L Rodrigues, T Abreu, R Lotufo, L Rittner arXiv preprint arXiv:2304.05901, 2023 | 3 | 2023 |
| MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography DS Carmo, J Ribeiro, AP Comellas, JM Reinhardt, SE Gerard, L Rittner, ... arXiv preprint arXiv:2312.02365, 2023 | 2 | 2023 |
| Automatic segmentation of lung findings in CT and application to Long COVID DS Carmo, RA Tudas, AP Comellas, L Rittner, RA Lotufo, JM Reinhardt, ... arXiv preprint arXiv:2310.09446, 2023 | 2 | 2023 |
| Evidence of post-infection vaccination correlation with the severity of opacities and consolidations on the lung parenchyma of post-acute SARS-CoV-2 patients DSD Carmo, RA Tudas, AP Comellas, AA Pezzulo, RA Villacreses, ... D95. CHALLENGES AND ADVANCES IN COVID-19, A6579-A6579, 2023 | 2 | 2023 |
| Convolutional Neural Network on DTI Data for Sub-cortical Brain Structure Segmentation GR Pinheiro, DS Carmo, C Yasuda, RA Lotufo, L Rittner Computational Diffusion MRI: MICCAI Workshop, Shenzhen, China, October 2019 …, 2020 | 2 | 2020 |
| FOD-Swin-Net: angular super resolution of fiber orientation distribution using a transformer-based deep model MO Da Silva, CP Santana, DS Do Carmo, L Rittner 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | 1 | 2024 |
| Vision Transformer MST++: Efficient Hyperspectral Skin Reconstruction ACC Silveira, DS Do Carmo, LH Ueda, DG Fantinato, PDP Costa, ... 2024 IEEE International Conference on Acoustics, Speech, and Signal …, 2024 | 1 | 2024 |
| Thalamus Segmentation Using Deep Learning with Diffusion MRI Data: An Open Benchmark GR Pinheiro, L Brusini, D Carmo, R Prôa, T Abreu, S Appenzeller, ... Applied Sciences 13 (9), 5284, 2023 | 1 | 2023 |
| A proposal of a non-intrusive, global movement analysis of hemiparesis treatment JP Vieira, D Carmo, Y Jovita, L Oliveira Journal of Communication and Information Systems 30 (1), 2015 | 1 | 2015 |
Roberto A. LotufoAdjunct Professor at Faculty of E&CE, Unicamp, CTO @ NeuralMindVerified email at unicamp.br