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)

Extended 2D Volumetric Consensus Hippocampus Segmentation. - Diedre Carmo; Bruna Silva; Clarissa L. Yasuda; Letícia Rittner; Roberto A. Lotufo (CoRR, 2019)

MultiATTUNet: Brain Tumor Segmentation and Survival Multitasking. - Diedre Carmo; Letícia Rittner; Roberto A. Lotufo (BrainLes@MICCAI (1), 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 A. Lotufo (CoRR, 2020)

PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data. - Diedre Carmo; Marcos Piau; Israel Campiotti; Rodrigo Nogueira 001; Roberto A. Lotufo (CoRR, 2020)

Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge. - Diedre Carmo; Letícia Rittner; Roberto A. Lotufo (CoRR, 2022)

Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide. - Diedre Carmo; Gustavo R. Pinheiro; Lívia Rodrigues 001; Thays Abreu; Roberto A. Lotufo; Letícia Rittner (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 A. Lotufo; Joseph M. Reinhardt; Sarah E. Gerard (CoRR, 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 A. Lotufo (CoRR, 2023)

VisualT5: Multitasking Caption and Concept Prediction with Pre-trained ViT, T5 and Customized Spatial Attention in Radiological Images. - Diedre Carmo; Letícia Rittner; Roberto A. Lotufo (CLEF (Working Notes), 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 (ICASSP Workshops, 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 (ISBI, 2024)

Assessing MedSAM's Generalization to White Matter Hyperintensities in Magnetic Resonance Imaging. - Joany Rodrigues; Diedre Carmo; Letícia Rittner (SIPAIM, 2024)

Is DL-based Reconstruction for Fiber Orientation Distribution (FOD) Comparable to MSMT-Based FOD for Fiber Bundle Analysis? - Natalia Vidal; Mateus Oliveira Da Silva; Diedre Carmo; Sebastián Navarrete; Pamela Guevara; Letícia Rittner (SIPAIM, 2024)

Lightweight LLMs for 3GPP Specifications: Fine-Tuning, Retrieval-Augmented Generation and Quantization. - José De Arimatéa Passos Lopes Júnior; Jayr Pereira; Diedre Santos do Carmo; Roberto A. Lotufo; Christian Esteve Rothenberg (NetSoft, 2025)

BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law. - Juvenal Domingos Júnior; Augusto Faria; Eduardo Seiti de Oliveira; Erick de Brito; Matheus Teotonio; Andre Assumpcao; Diedre Carmo; Roberto A. Lotufo; Jayr Pereira (CoRR, 2025)