Diedre Carmo

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

Oct 03, 2022
Diedre Carmo, Leticia Rittner, Roberto Lotufo

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* Open source code, graphical user interface, and a pip package for predictions with our model and trained weights are in https://github.com/MICLab-Unicamp/medseg

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

Aug 20, 2020
Diedre Carmo, Marcos Piau, Israel Campiotti, Rodrigo Nogueira, Roberto Lotufo

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

Jan 14, 2020
Diedre Carmo, Bruna Silva, Clarissa Yasuda, Letícia Rittner, Roberto Lotufo

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* This is not the final version of this work. Code in an alpha state is available at https://github.com/dscarmo/e2dhipseg

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Extended 2D Volumetric Consensus Hippocampus Segmentation

Feb 12, 2019
Diedre Carmo, Bruna Silva, Clarissa Yasuda, Letícia Rittner, Roberto Lotufo

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* This paper will be updated with results of our method in other datasets (e.g, ADNI) and comparisons with other methods. We can state already that we achieve performance superior to Hippodeep on ADNI (not involved on training of both methods) while keeping state-of-the-art performance on our inhouse data. An alpha version of the code is available at https://github.com/dscarmo/e2dhipseg

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