Diedre Carmo

According to our database, Diedre Carmo authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FOD-Swin-Net: Angular Super Resolution of Fiber Orientation Distribution Using a Transformer-Based Deep Model.

Mateus Oliveira Da Silva, Caio Pinheiro Santana, Diedre Santos do Carmo, Letícia Rittner

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Vision Transformer MST++: Efficient Hyperspectral Skin Reconstruction.

Ana Clara C. Silveira, Diedre Santos do Carmo, Lucas H. Ueda, Denis G. Fantinato, Paula D. P. Costa, Letícia Rittner

Proceedings of the IEEE International Conference on Acoustics, 2024

VisualT5: Multitasking Caption and Concept Prediction with Pre-trained ViT, T5 and Customized Spatial Attention in Radiological Images.

Diedre Carmo, Letícia Rittner, Roberto de Alencar Lotufo

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

MEDPSeg: End-to-end segmentation of pulmonary structures and lesions in computed tomography.

Diedre S. Carmo, Jean Ribeiro, Alejandro P. Comellas, Joseph M. Reinhardt, Sarah E. Gerard, Letícia Rittner, Roberto de Alencar Lotufo

CoRR, 2023

Automatic segmentation of lung findings in CT and application to Long COVID.

Diedre S. Carmo, Rosarie A. Tudas, Alejandro P. Comellas, Letícia Rittner, Roberto de Alencar Lotufo, Joseph M. Reinhardt, Sarah E. Gerard

CoRR, 2023

Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide.

Diedre Carmo, Gustavo R. Pinheiro, Lívia Rodrigues, Thays Abreu, Roberto de Alencar Lotufo, Letícia Rittner

CoRR, 2023

2022

Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge.

Diedre Carmo, Letícia Rittner, Roberto de Alencar Lotufo

CoRR, 2022

2020

PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data.

Diedre Carmo, Marcos Piau, Israel Campiotti, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo

CoRR, 2020

Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks.

Diedre Carmo, Bruna Silva, Clarissa L. Yasuda, Letícia Rittner, Roberto de Alencar Lotufo

CoRR, 2020

MultiATTUNet: Brain Tumor Segmentation and Survival Multitasking.

Diedre Carmo, Letícia Rittner, Roberto de Alencar Lotufo

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Extended 2D Volumetric Consensus Hippocampus Segmentation.

Diedre Carmo, Bruna Silva, Clarissa L. Yasuda, Letícia Rittner, Roberto de Alencar Lotufo

CoRR, 2019

2017

Air-SSLAM: A Visual Stereo Indoor SLAM for Aerial Quadrotors.

Pompilio Araujo, Rodolfo Miranda, Diedre Carmo, Raúl Alves, Luciano Oliveira

IEEE Geosci. Remote. Sens. Lett., 2017