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Nuno Garcia

ONGOING

Acronym Title Funding Entity Start Date End Date
HARIA Human-Robot Sensorimotor Augmentation HORIZON Europe 22/04/2024 30/09/2026
DKG Distributed Knowledge Graphs COST ACTION 23/09/2020 22/09/2024
PAIR-LUNG Patient-derived lung cancer organoids for recreating tumor spread through AIR spaces phenomenon FCT 01/01/2023 30/04/2024
Ghost Dance A methodology for the analysis of dance movement in interaction with virtual reality FCT 01/05/2022 30/04/2024

PAST

Acronym Title Funding Entity Start Date End Date
THOR Computer Assisted Thoracic Assessment using POCUS FCT 01/03/2021 29/02/2024
DL-CADET Deep multimodal Learning for breast CAncer DETection FCT 01/01/2022 30/12/2023
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João Mendes, Bernardo Oliveira, Carolina Araújo, Joana Galrão, Nuno C. Garcia, Nuno Matela. Artificial intelligence on breast cancer risk prediction. Societal Impacts, 4, Elsevier BV, 2024 [Biblios]
João Mendes, Nuno C. Garcia, Nuno Matela. Artificial Intelligence for Hierarchical Tumor Masking Potential Classification in Mammograms. Innovative Practice in Breast Health, Elsevier BV, 2024 [Biblios]
Santos, João Pedro Candeias da Silva, Garcia, Nuno Cruz, Matela, Nuno Miguel de Pinto Lobo e. Machine Learning Algorithm for the prediction of the direction of growth of Macular Neovascularization. Master's dissertation, 2024 [Biblios]
Sousa, Filipe Pedro Félix de, Garcia, Nuno Cruz. Development and optimization of AI algorithms for the categorization of small texts from social media data related to disasters. Master's dissertation, 2024 [Biblios]
Vieira, Daniela Domingos, Garcia, Nuno Ricardo da Cruz, Guimarães, Luís Manuel Rodrigues. Autodispatcher: a fully automated failure analyzer. Master's dissertation, 2024 [Biblios]
Figueiras, Hugo Miguel Pereira, Garcia, Nuno Cruz, Tomás, Helena Isabel Aidos Lopes. Contrastive Learning For Medical Imaging. Master's dissertation, 2024 [Biblios]
Hugo Figueiras, Helena Tomás, Nuno Cruz Garcia. Improving Breast Lesion Segmentation through Self-supervised Contrastive Learning with Multi-organ Data. In Machine Learning for Health symposium, 2023 [Biblios]
Tomás Duque Morgado Santos Pedro, João Cintra, Alan Oliveira de Sá, Nuno Cruz Garcia. Machine Learning for Ship Detection With Radar. In 2023 IEEE International Workshop on Technologies for Defense and Security, 2023 [Biblios]
Duarte Oliveira-Saraiva, João Mendes, João Leote, Filipe André Gonzalez, Nuno Garcia, Hugo Alexandre Ferreira, Nuno Matela. Make It Less Complex: Autoencoder for Speckle Noise Removal—Application to Breast and Lung Ultrasound. Journal of Imaging, 9(10), MDPI AG, 2023 [Biblios]
Gonçalo Falcão, Armando M. Fernandes, Nuno Garcia, Helena Aidos, Pedro Tomás. Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes. In 2023 31st European Signal Processing Conference (EUSIPCO). IEEE, 2023 [Biblios]
João Guerreiro, Pedro Tomás, Nuno Garcia, Helena Aidos. Super-resolution of magnetic resonance images using Generative Adversarial Networks. Computerized Medical Imaging and Graphics, 108, Elsevier BV, 2023 [Biblios]
Mendes J., Matela N., Garcia N. . Avoiding Tissue Overlap in 2D Images: Single-Slice DBT Classification Using Convolutional Neural Networks. Tomography, 9(1):398-412, MDPI AG, 2023 [Biblios]
Silva, Lucas Barreto, Madeira, Sara Alexandra Cordeiro, Garcia, Nuno Ricardo da Cruz. Deep Learning for predicting disease progression of clinical endpoints in ALS. Master's dissertation, 2023 [Biblios]
João Mendes, José Domingues, Helena Aidos, Nuno Garcia, Nuno Matela. AI in Breast Cancer Imaging: A Survey of Different Applications. Journal of Imaging, 8(9), MDPI AG, 2022 [Biblios]
João Mendes, Nuno Garcia, Nuno Matela. Breast Cancer Detection: The effect of noise, breast density, and breast area in classification using SVM. In International Workshop on Breast Imaging, 2022 [Biblios]
Pedro Miguel Pereira Domingues, Sara C. Madeira, Nuno Ricardo da Cruz Garcia . Prognostic prediction models using Self-Attention for ICU patients developing acute kidney injury. Master's dissertation, 2022 [Biblios]
Costa, Mariana Lourenço, Madeira, Sara Alexandra Cordeiro, Garcia, Nuno Ricardo da Cruz. Plataforma de apoio a utentes e profissionais de desporto e nutrição. Master's dissertation, 2022 [Biblios]
Lopes, Diogo de Oliveira, Garcia, Nuno Cruz. Registration Platform For Federations And Gymnastics Clubs. Master's dissertation, 2022 [Biblios]
Pedro Nuno Courela Martins, Nuno Ricardo da Cruz Garcia. Human Resource Management Aid Tool. Master's dissertation, 2021 [Biblios]
André Vong, João P. Matos-Carvalho, Piero Toffanin, Dário Pedro, Fábio Azevedo, Filipe Moutinho, Nuno Cruz Garcia, André Mora. How to Build a 2D and 3D Aerial Multispectral Map?—All Steps Deeply Explained. Remote Sensing, 13(16), MDPI AG, 2021 [Biblios]