Search Results - "Tenyi, Akos"

Network modules uncover mechanisms of skeletal muscle dysfunction in COPD patients by Tényi, Ákos, Cano, Isaac, Marabita, Francesco, Kiani, Narsis, Kalko, Susana G, Barreiro, Esther, de Atauri, Pedro, Cascante, Marta, Gomez-Cabrero, David, Roca, Josep

“…Chronic obstructive pulmonary disease (COPD) patients often show skeletal muscle dysfunction that has a prominent negative impact on prognosis. The study aims…”
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Fedlabx: a practical and privacy-preserving framework for federated learning by Yan, Yuping, Kamel, Mohammed B. M., Zoltay, Marcell, Gál, Marcell, Hollós, Roland, Jin, Yaochu, Péter, Ligeti, Tényi, Ákos

“…Federated learning (FL) draws attention in academia and industry due to its privacy-preserving capability in training machine learning models. However, there…”
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Population-based analysis of patients with COPD in Catalonia: a cohort study with implications for clinical management by Vela, Emili, Tényi, Ákos, Cano, Isaac, Monterde, David, Cleries, Montserrat, Garcia-Altes, Anna, Hernandez, Carme, Escarrabill, Joan, Roca, Josep

“…BackgroundClinical management of patients with chronic obstructive pulmonary disease (COPD) shows potential for improvement provided that patients’…”
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Optimization of Large Vessel Occlusion Detection in Acute Ischemic Stroke Using Machine Learning Methods by Tarkanyi, Gabor, Tenyi, Akos, Hollos, Roland, Kalmar, Peter Janos, Szapary, Laszlo

“…The early detection of large-vessel occlusion (LVO) strokes is increasingly important as these patients are potential candidates for endovascular therapy, the…”
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The COPD Knowledge Base: enabling data analysis and computational simulation in translational COPD research by Cano, Isaac, Tényi, Ákos, Schueller, Christine, Wolff, Martin, Huertas Migueláñez, M Mercedes, Gomez-Cabrero, David, Antczak, Philipp, Roca, Josep, Cascante, Marta, Falciani, Francesco, Maier, Dieter

“…Previously we generated a chronic obstructive pulmonary disease (COPD) specific knowledge base (http://www.copdknowledgebase.eu) from clinical and experimental…”
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ChainRank, a chain prioritisation method for contextualisation of biological networks by Tényi, Ákos, de Atauri, Pedro, Gomez-Cabrero, David, Cano, Isaac, Clarke, Kim, Falciani, Francesco, Cascante, Marta, Roca, Josep, Maier, Dieter

“…Advances in high throughput technologies and growth of biomedical knowledge have contributed to an exponential increase in associative data. These data can be…”
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Risk and temporal order of disease diagnosis of comorbidities in patients with COPD: a population health perspective by Tényi, Ákos, Vela, Emili, Cano, Isaac, Cleries, Montserrat, Monterde, David, Gomez-Cabrero, David, Roca, Josep

“…IntroductionComorbidities in patients with chronic obstructive pulmonary disease (COPD) generate a major burden on healthcare. Identification of cost-effective…”
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Paradigm changes for diagnosis: using big data for prediction by Roca, Josep, Tenyi, Akos, Cano, Isaac

“…Due to profound changes occurring in biomedical knowledge and in health systems worldwide, an entirely new health and social care scenario is emerging…”
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Perspectives on Big Data applications of health information by Cano, Isaac, Tenyi, Akos, Vela, Emili, Miralles, Felip, Roca, Josep

“…Recent advances on prospective monitoring and retrospective analysis of health information at national or regional level are generating high expectations for…”
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Risk Prediction as a Service: a DSS Architecture Promoting Interoperability and Collaboration by Mariani, Stefano, Zambonelli, Franco, Tenyi, Akos, Cano, Isaac, Roca, Josep

“…Clinical research and practice are rapidly changing mostly due to Information and Communication Technology, especially, as Machine Learning (ML) offers great…”
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Systems Medicine: from molecular features and models to the clinic in COPD by Gomez-Cabrero, David, Menche, Jörg, Cano, Isaac, Abugessaisa, Imad, Huertas-Migueláñez, Mercedes, Tenyi, Akos, Marin de Mas, Igor, Kiani, Narsis A, Marabita, Francesco, Falciani, Francesco, Burrowes, Kelly, Maier, Dieter, Wagner, Peter, Selivanov, Vitaly, Cascante, Marta, Roca, Josep, Barabási, Albert-László, Tegnér, Jesper

“…Chronic Obstructive Pulmonary Disease (COPD) patients are characterized by heterogeneous clinical manifestations and patterns of disease progression. Two major…”
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Systems Medicine: from molecular features and models to the clinic in COPD by Gomez Cabrero, David, Menche, Jörg, Cano Franco, Isaac, Abugessaisa, Imad, Huertas Migueláñez, M. Mercedes, Tenyi, Akos, Marín de Mas, Igor Bartolomé, Kiani, Narsis A, Marabita, Francesco, Falciani, Francesco, Burrowes, Kelly, Maier, Dieter, Wagner, P. D. (Peter D.), Selivanov, Vitaly A, Cascante i Serratosa, Marta, Roca Torrent, Josep, Barabási, Albert László, Tegnér, Jesper

“…BACKGROUND AND HYPOTHESIS: Chronic Obstructive Pulmonary Disease (COPD) patients are characterized by heterogeneous clinical manifestations and patterns of…”
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Network modules uncover mechanisms of skeletal muscle dysfunction in COPD patients by Tényi, Ákos, Cano Franco, Isaac, Marabita, Francesco, Kiani, Narsis, Kalko, Susana, Barreiro, Esther, Atauri Carulla, Ramón de, Cascante i Serratosa, Marta, Gomez Cabrero, David, Roca Torrent, Josep

“…BACKGROUND: Chronic obstructive pulmonary disease (COPD) patients often show skeletal muscle dysfunction that has a prominent negative impact on prognosis. The…”
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Network modules uncover mechanisms of skeletal muscle dysfunction in COPD patients by Tényi, Ákos, Cano Franco, Isaac, Marabita, Francesco, Kiani, Narsis, Kalko, Susana, Barreiro, Esther, Atauri Carulla, Ramón de, Cascante i Serratosa, Marta, Gomez Cabrero, David, Roca Torrent, Josep

“…BACKGROUND: Chronic obstructive pulmonary disease (COPD) patients often show skeletal muscle dysfunction that has a prominent negative impact on prognosis. The…”
Get full text