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ORCIDKauê T. N. Duarte
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- affiliation: State University of Campinas, Limeira, SP, Brazil
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Journal Articles
- 2024
[j4]Anik Das, Kauê T. N. Duarte, Catherine Lebel, Mariana Pinheiro Bento:
Deep learning for detecting prenatal alcohol exposure in pediatric brain MRI: a transfer learning approach with explainability insights. Frontiers Comput. Neurosci. 18 (2024)- [j3]Kauê T. N. Duarte, Abhijot S. Sidhu, Murilo Costa de Barros, David G. Gobbi, Cheryl R. McCreary, Feryal Saad, Richard Camicioli, Eric E. Smith, Mariana P. Bento, Richard Frayne:
Multi-stage semi-supervised learning enhances white matter hyperintensity segmentation. Frontiers Comput. Neurosci. 18 (2024) - [j2]Murilo Costa de Barros
, Kauê Tartarotti Nepomuceno Duarte, Wang-Tso Lee, Chia-Jui Hsu, Marco António Garcia de Carvalho:
Adding Dimensionality Reduction analysis of Texture descriptors for Tourette's Syndrome classification. SN Comput. Sci. 5(6): 775 (2024) - 2023
- [j1]Kauê T. N. Duarte, David G. Gobbi, Abhijot S. Sidhu, Cheryl R. McCreary, Feryal Saad, Richard Camicioli, Eric E. Smith, Richard Frayne:
Segmenting white matter hyperintensities in brain magnetic resonance images using convolution neural networks. Pattern Recognit. Lett. 175: 90-94 (2023)
Conference and Workshop Papers
- 2024
- [c11]Kauê T. N. Duarte, Anik Das, Catherine Lebel, Mariana P. Bento:
Improving Prenatal Alcohol Exposure classification using Data Augmentation in 3D Convolutional Neural Networks. SIPAIM 2024: 1-4 - [c10]Murilo Costa de Barros, Kauê Tartarotti Nepomuceno Duarte, Chia-Jui Hsu, Wang-Tso Lee, Marco António Garcia de Carvalho:
Comparing 3D Shape and Texture Descriptors Towards Tourette's Syndrome Prediction Using Pediatric Magnetic Resonance Imaging. VISIGRAPP (3): VISAPP 2024: 474-481 - 2023
- [c9]Anik Das, Kauê T. N. Duarte, Shannon Wong, Youssef Mamoun, Mariana Pinheiro Bento:
Comparative Skull Stripping Techniques on Pediatric Magnetic Resonance Imaging. SIPAIM 2023: 1-4 - [c8]Abhijot S. Sidhu, Talal H. Shahid, Kauê T. N. Duarte, Rachel J. Sharkey, Cheryl R. McCreary, Bradley G. Goodyear, Richard Frayne:
Default Mode Network Segregation Decreases in Healthy Brain Aging. SIPAIM 2023: 1-4 - 2022
- [c7]Murilo Costa de Barros, Kauê Tartarotti Nepomuceno Duarte, Wang-Tso Lee, Chia-Jui Hsu, Marco António Garcia de Carvalho:
Detecting Tourette's Syndrome in Anatomical Regions of the Brain through MRI Analysis and Naive Bayes Classifier. IMPROVE 2022: 26-33 - [c6]Murilo Costa de Barros, Kauê T. N. Duarte, Wang-Tso Lee, Chia-Jui Hsu, Marco António Garcia de Carvalho:
Analysis of the statistical significance of 3D texture features in MRI images toward the detection of Tourette's Syndrome. SIBGRAPI 2022: 103-108 - [c5]Kauê T. N. Duarte, David G. Gobbi, Abhijot S. Sidhu, Cheryl R. McCreary, Feryal Saad, Nita Das, Eric E. Smith, Richard Frayne:
Segmenting White Matter Hyperintensity in Alzheimer's Disease using U-Net CNNs. SIBGRAPI 2022: 109-114 - 2020
- [c4]Kauê T. N. Duarte, David G. Gobbi, Richard Frayne, Marco A. G. Carvalho:
Detecting Alzheimer's Disease based on Structural Region Analysis using a 3D Shape Descriptor. SIBGRAPI 2020: 180-187 - 2019
- [c3]Kauê T. N. Duarte, Pedro Victor Vieira de Paiva, Paulo Sérgio Martins, Marco A. G. Carvalho:
Predicting the Early Stages of the Alzheimer's Disease via Combined Brain Multi-projections and Small Datasets. VISIGRAPP (4: VISAPP) 2019: 553-560 - 2017
- [c2]Kauê T. N. Duarte, Marco António Garcia de Carvalho, Paulo Sérgio Martins:
Adding GLCM Texture Analysis to a Combined Watershed Transform and Graph Cut Model for Image Segmentation. ACIVS 2017: 569-580 - [c1]Kauê T. N. Duarte, Marco António Garcia de Carvalho, Paulo Sérgio Martins:
Segmenting High-quality Digital Images of Stomata using the Wavelet Spot Detection and the Watershed Transform. VISIGRAPP (4: VISAPP) 2017: 540-547
Coauthor Index
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