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Nuno Rodrigues

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Acronym Title Funding Entity Start Date End Date
BINDER Improving Bio-Inspired Deep Learning for Radiomics FCT 01/10/2018 30/07/2022
PREDICT Personalized therapy for RhEumatic DIseases via machine learning FCT 01/01/2019 31/12/2021
PERSEIDS PERSEIDS – PERSONALIZING CANCER THERAPY THROUGH INTEGRATED MODELING FCT 17/06/2016 16/12/2019
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Nuno M. Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bireiro, Inês Santiago, Joana Ip, Sara Belião, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, , Manolis Tsiknakis, Kostas Marias, Stelios Sfakianakis, Varvara Kalokyri, Eleftherios Trivizakis, Grigorios Kalliatakis, Avtantil Dimitriadis, Dimitris Fotiadis, Nikolaos Tachos, Eugenia Mylona, Dimitris Zaridis, Charalampos Kalantzopoulos, Nikolaos Papanikolaou, José Guilherme de Almeida, Ana Castro Verde, Ana Carolina Rodrigues, Nuno Rodrigues, Miguel Chambel, Henkjan Huisman, Maarten de Rooij, Anindo Saha, Jasper J. Twilt, Jurgen Futterer, Luis Martí-Bonmatí, Leonor Cerdá-Alberich, Gloria Ribas, Silvia Navarro, Manuel Marfil, Emanuele Neri, Giacomo Aringhieri, Lorenzo Tumminello, Vincenzo Mendola, Deniz Akata, Mustafa Özmen, Ali Devrim Karaosmanoglu, Firat Atak, Musturay Karcaaltincaba, Joan C. Vilanova, Jurgita Usinskiene, Ruta Briediene, Audrius Untanas, Kristina Slidevska, Katsaros Vasilis, Georgiou Georgios, Dow-Mu Koh, Robby Emsley, Sharon Vit, Ana Ribeiro, Simon Doran, Tiaan Jacobs, Gracián García-Martí, Daniele Regge, Valentina Giannini, Simone Mazzetti, Giovanni Cappello, Giovanni Maimone, Valentina Napolitano, Sara Colantonio, Maria Antonietta Pascali, Eva Pachetti, Giulio del Corso, Danila Germanese, Andrea Berti, Gianluca Carloni, Jayashree Kalpathy-Cramer, Christopher Bridge, Joao Correia, Walter Hernandez, Zoi Giavri, Christos Pollalis, Dimitrios Agraniotis, Ana Jiménez Pastor, Jose Munuera Mora, Clara Saillant, Theresa Henne, Rodessa Marquez, Nickolas Papanikolaou. Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector. Scientific Reports, 15(1), Springer Science and Business Media LLC, 2025 [Biblius]
Nuno Miguel Vasconcelos Rodrigues, Sara Guilherme Oliveira da Silva, Nickolas Papanikolaou. Deep learning models for clinical assessment of prostate cancer. Tese de Doutoramento, 2025 [Biblius]
Ana Rodrigues, Nuno Rodrigues, João Santinha, Maria V. Lisitskaya, Aycan Uysal, Celso Matos, Inês Domingues, Nickolas Papanikolaou. Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness. Scientific Reports, 13(1), Springer Science and Business Media LLC, 2023 [Biblius]
Nuno M. Rodrigues, João E. Batista, William La Cava, Leonardo Vanneschi, Sara Silva. SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming. In Genetic Programming, pages 68-84. Springer International Publishing, 2022 [Biblius]
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi. A Study of Fitness Landscapes for Neuroevolution. In 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2020 [Biblius]
Nuno Miguel Vasconcelos Rodrigues, Sara Guilherme Oliveira da Silva, Leonardo Vanneschi. Exploring neuroevolution fitness landscapes for optimization and generalization. Dissertação de Mestrado, 2020 [Biblius]
Nuno M. Rodrigues, João E. Batista, Sara Silva. Ensemble Genetic Programming, In Lecture Notes in Computer Science,Genetic Programming, pages 151 - 166. Springer International Publishing, 2020 [Biblius]
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi. A Study of Generalization and Fitness Landscapes for Neuroevolution. IEEE Access, 8, Institute of Electrical and Electronics Engineers (IEEE), 2020 [Biblius]