Linkedin

Member

Nuno Garcia

ONGOING

Acronym Title Funding Entity Start Date End Date
BinBot An Autonomous Waste Collection Robot FCT | LASIGE 16/02/2026 31/12/2026
HARIA Human-Robot Sensorimotor Augmentation HORIZON Europe 22/04/2024 30/09/2026

PAST

Acronym Title Funding Entity Start Date End Date
SIMBAY-Grasp Simulation-Based Bayesian Inference for Object Perception in Robot Grasping Cascade Funding 01/06/2025 31/05/2026
ATTRACT ATTRACT-EDIH: European Digital Innovation Hub for Artificial Intelligence and High-Performance Computing​ EU Digital European Programme IAPMEI / PRR- Portuguese Resilience and Recovery Plan 01/10/2022 31/03/2026
PAIR-LUNG Patient-derived lung cancer organoids for recreating tumor spread through AIR spaces phenomenon FCT 01/01/2023 31/12/2024
DKG Distributed Knowledge Graphs COST ACTION 23/09/2020 22/09/2024
Ghost Dance A methodology for the analysis of dance movement in interaction with virtual reality FCT 01/05/2022 30/04/2024
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
to
Nessrine Farhat, Pierre David, Leah Rifi, Nuno Garcia. Computer vision as a data source for digital twins in manufacturing: A Sim2Real pipeline. Journal of Industrial Information Integration, 54, Elsevier BV, 2026 [Biblius]
Martim Rodrigues Lopes Gameiro Costa, Nuno Garcia, Israel Matute. Unsupervised Learning and Visualization of Astronomical Phenomena Using Self-Organizing Maps. Dissertação de Mestrado, 2026 [Biblius]
Rómulo Nogueira, Hugo Mentzingen, Nuno Garcia. Leveraging large language models for document classification in the banking sector. International Journal of Data Science and Analytics, 22(1):1-100, Springer Science and Business Media LLC, 2026 [Biblius]
Tiago Miguel da Silva Assis, Nuno Cruz Garcia, Inês Prata Machado. Physics-Guided Deep Learning for Sparse Data-Driven Brain Shift Registration. Dissertação de Mestrado, 2026 [Biblius]
Guilherme Rei dos Santos Ribeiro, Nuno Ricardo da Cruz Garcia, João Maria Marques dos Santos Bimbo. Multimodal perception for fault tolerant human-robot interaction. Dissertação de Mestrado, 2026 [Biblius]
Hugo Gaspar Vieira, Nuno Cruz Garcia, Sophie Heymans. Synthetic Data Generation and Deep Learning Pipelines for Artefact Removal in Transthoracic Echocardiography. Dissertação de Mestrado, 2026 [Biblius]
João Mendes, Ana M. Mota, Ana T. Teixeira, Nuno C. Garcia, Nuno Matela. AI calls the bluff: differentiating benign lesions from triple-negative breast cancer cases. La radiologia medica, Springer Science and Business Media LLC, 2026 [Biblius]
Rómulo Brandão Nogueira, Nuno da Cruz Garcia, Hugo Mentzingen Silva. Leveraging Large Language Models for Document Classification. Dissertação de Mestrado, 2025 [Biblius]
Vasco Miguel Raimão Maria, Nuno Cruz Garcia, Dino Coutinho. Visão Computacional para Soluções de Segurança Adicional em Máquinas de Auto-Atendimento. Dissertação de Mestrado, 2025 [Biblius]
Eduardo Tanqueiro Lopes Isidoro Carneiro, Nuno Cruz Garcia, João P. Matos Carvalho. Deep Learning for House Plants Disease Detection: Novel Dataset and Benchmarks. Dissertação de Mestrado, 2025 [Biblius]
Jéssica Catarino, Nuno Cruz Garcia, Sara Silva, João Santinha. The impact of pre-processing techniques on deep learning breast image segmentation. Scientific Reports, 16(1):1-14, Springer Science and Business Media LLC, 2025 [Biblius]
Hugo Figueiras, José Domingues, Nuno Matela, Nuno Garcia. Self-supervised learning for breast cancer detection: A review. Computers in Biology and Medicine, 198, Elsevier BV, 2025 [Biblius]
João Mendes, Bernardo Oliveira, Carolina Araújo, Joana Galrão, Ana M. Mota, Nuno C. Garcia, Nuno Matela. Deep learning in breast cancer risk prediction: a review of recent applications in full-field digital mammography. Frontiers in Oncology, 15, Frontiers Media SA, 2025 [Biblius]
Silva, Martim Dourado da , Garcia, Nuno Cruz. Benchmarking Contrastive Learning for Multimodal Medical Imaging. Dissertação de Mestrado, 2025 [Biblius]
Duarte Oliveira-Saraiva, João Leote, Filipe André Gonzalez, Nuno Cruz Garcia, Hugo Alexandre Ferreira. Fourier Transforms the way we see B-lines in Lung Ultrasound. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 1-6. IEEE, 2025 [Biblius]
Tiago Mota, Mario Vieira, Leonardo Filipe, Daniel Fernandes, Nuno C. Garcia, João P. Matos-Carvalho. Applying Machine Learning to SENTINEL Satellite Images to Predict the Operational State of Floating Offshore Wind Turbines. In 2025 9th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE), pages 31-36. IEEE, 2025 [Biblius]
João Mendes, Bernardo Oliveira, Carolina Araújo, Joana Galrão, Nuno C. Garcia, Nuno Matela. You get the best of both worlds? Integrating deep learning and traditional machine learning for breast cancer risk prediction. Computers in Biology and Medicine, 187, Elsevier BV, 2025 [Biblius]
Duarte Oliveira-Saraiva, João Leote, Filipe André Gonzalez, Nuno Cruz Garcia, Hugo Alexandre Ferreira. We Need to Talk About Lung Ultrasound Score: Prediction of Intensive Care Unit Admission with Machine Learning. Journal of Imaging, 11(2), MDPI AG, 2025 [Biblius]
Tiago Assis, Ines P. Machado, Benjamin Zwick, Nuno C. Garcia, Reuben Dorent. Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration, In Lecture Notes in Computer Science, pages 105 - 115. Springer Nature Switzerland, 2025 [Biblius]
Ahat, Nihan, Garcia, Nuno Cruz. Sellers-Free B2B buying experience. Dissertação de Mestrado, 2025 [Biblius]
Afonso, Cláudia Filipa Martins, Barros, Márcia, Garcia, Nuno Ricardo da Cruz. Sequential recommender systems for chemical data. Dissertação de Mestrado, 2025 [Biblius]
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 [Biblius]
Oliveira, Raúl Afonso Castelhano de, Paula, José Ricardo, Garcia, Nuno Cruz. Using supervised machine learning to quantify cleaning behaviour. Dissertação de Mestrado, 2024 [Biblius]
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 [Biblius]
Figueiras, Hugo Miguel Pereira, Garcia, Nuno Cruz, Tomás, Helena Isabel Aidos Lopes. Contrastive Learning For Medical Imaging. Dissertação de Mestrado, 2024 [Biblius]
Vieira, Daniela Domingos, Garcia, Nuno Ricardo da Cruz, Guimarães, Luís Manuel Rodrigues. Autodispatcher: a fully automated failure analyzer. Dissertação de Mestrado, 2024 [Biblius]
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. Dissertação de Mestrado, 2024 [Biblius]
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. Dissertação de Mestrado, 2024 [Biblius]
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 [Biblius]
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 [Biblius]
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 [Biblius]
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 [Biblius]
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 [Biblius]
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 [Biblius]
Silva, Lucas Barreto, Madeira, Sara Alexandra Cordeiro, Garcia, Nuno Ricardo da Cruz. Deep Learning for predicting disease progression of clinical endpoints in ALS. Dissertação de Mestrado, 2023 [Biblius]
Nuno Cruz Garcia, Pedro Tomás. Super-Resolution of Biomedical Images with Generative Adversarial Networks and posterior Tumor Segmentation. Dissertação de Mestrado, 2022 [Biblius]
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 [Biblius]
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 [Biblius]
Costa, Mariana Lourenço, Madeira, Sara Alexandra Cordeiro, Garcia, Nuno Ricardo da Cruz. Plataforma de apoio a utentes e profissionais de desporto e nutrição. Dissertação de Mestrado, 2022 [Biblius]
Lopes, Diogo de Oliveira, Garcia, Nuno Cruz. Registration Platform For Federations And Gymnastics Clubs. Dissertação de Mestrado, 2022 [Biblius]
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. Dissertação de Mestrado, 2022 [Biblius]
Pedro Nuno Courela Martins, Nuno Ricardo da Cruz Garcia. Human Resource Management Aid Tool. Dissertação de Mestrado, 2021 [Biblius]
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 [Biblius]