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LASIGE researchers explore how different protein representations impact GNN-based protein-protein interaction prediction

LASIGE researchers explore how different protein representations impact GNN-based protein-protein interaction prediction

LASIGE researchers Laura Balbi, Rita Sousa, Pedro Cotovio, and Cátia Pesquita published a new study, titled “The role of protein embeddings for protein-protein interaction prediction with graph neural networks”, in Briefings in Bioinformatics (Top 10% journal according to Scimago, Scopus and Web of Science rankings). The paper investigates how different protein representations can improve protein-protein […]

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Leveraging Adversarial AI to Defend Cyber-Physical Systems Against Covert Attacks

Leveraging Adversarial AI to Defend Cyber-Physical Systems Against Covert Attacks

LASIGE integrated researchers Alan Oliveira de Sá (principal investigator) and José Cecílio, together with Gonçalo Fernandes (MSc student), are developing ASTERICS – Adversarial Strategies for counTERing Intelligent CyberattackS, a project funded through the LASIGE/FCT Seed Projects Call 2025. ASTERICS investigates innovative cybersecurity strategies to counter intelligent attacks that leverage Artificial Intelligence (AI) to learn the […]

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Multimodal Machine Learning to Uncover Parkinson’s Disease Progression Profiles

Multimodal Machine Learning to Uncover Parkinson’s Disease Progression Profiles

Parkinson’s disease does not progress in the same way for every patient. This variability remains one of the major challenges in understanding the disease and anticipating how an individual patient may progress. The ParkProfile project, led by Diogo F. Soares, is addressing this challenge by developing advanced artificial intelligence methods to identify and predict different patterns of […]

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Engineering the next generation of gene therapy vectors with computational design

Engineering the next generation of gene therapy vectors with computational design

The paper “Machine-guided design for bioengineering gene therapy vectors: Where are we and what lies ahead?”, authored by LASIGE researchers Ana Filipa Rodrigues, Lucas Ferraz and Cátia Pesquita, and published in top 10% journal  Biotechnology Advances, explores how artificial intelligence and other computational approaches are transforming the design of viral vectors for gene therapy. These […]

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Securing Trustworthy in Dynamic IoT Networks

Securing Trustworthy in Dynamic IoT Networks

José Cecílio, André Souto, Alan Oliveira de Sá, António Casimiro, LASIGE Integrated Researchers, and João Garcia, Maria G. Silva, LASIGE Researchers, published the paper “Decentralized architecture for ensuring trust and secure handoffs in dynamic IoT networks” in the top 10% journal Computers & Security (Elsevier). Georg Jäger, from the Institute of Computer Science at TU […]

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Nuno Garcia receives “la Caixa” Foundation-CaixaImpulse funding

Nuno Garcia receives “la Caixa” Foundation-CaixaImpulse funding

LASIGE congratulates its researcher Nuno Garcia (integrated researcher) on receiving funding from the “la Caixa” Foundation through the CaixaImpulse programme, which had an acceptance rate of around 5 per cent out of a total of 449 applications. The CaixaImpulse programme is an initiative designed to transfer scientific results to society, to bring products to market […]

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