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Barros de Andrade e Sousa, Lisa [Author]Using interpretable machine learning to understand gene silencing dynamics during X-Chromosome inactivationView onlineClose
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Barros de Andrade e Sousa, Lisa [Author]Using interpretable machine learning to understand gene silencing dynamics during X-Chromosome inactivationView onlineSchließen
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Barros de Andrade e Sousa, Lisa C.; Kühn, Clemens; Tyc, Katarzyna M.; Klipp, EddaDosage and Dose Schedule Screening of Drug Combinations in Agent-Based Models Reveals Hidden SynergiesView onlineSchließen
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Published in: Frontiers in Physiology, 6 (2016)
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Yu, Yanying; Gawlitt, Sandra; de Andrade e Sousa, Lisa Barros; Merdivan, Erinc; Piraud, Marie; Beisel, Chase L.; Barquist, LarsImproved prediction of bacterial CRISPRi guide efficiency from depletion screens through mixed-effect machine learning and data integrationView onlineSchließen
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Published in: Genome Biology, 25 (2024) 1
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Jeong, Yunhee; de Andrade e Sousa, Lisa Barros; Thalmeier, Dominik; Toth, Reka; Ganslmeier, Marlene; Breuer, Kersten; Plass, Christoph; Lutsik, PavloSystematic evaluation of cell-type deconvolution pipelines for sequencing-based bulk DNA methylomesView onlineSchließen
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Published in: Briefings in Bioinformatics, 23 (2022) 4
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Rügamer, David; Kolb, Chris; Fritz, Cornelius; Pfisterer, Florian; Kopper, Philipp; Bischl, Bernd; Shen, Ruolin; Bukas, Christina; Sousa, Lisa Barros de Andrade e; Thalmeier, Dominik; Baumann, Philipp F. M.; Kook, Lucas; Klein, Nadja; Müller, Christian L.deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional RegressionView onlineSchließen
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Published in: Journal of Statistical Software, 105 (2023) 2
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Barros de Andrade e Sousa, Lisa; Jonkers, Iris; Syx, Laurène; Dunkel, Ilona; Chaumeil, Julie; Picard, Christel; Foret, Benjamin; Chen, Chong-Jian; Lis, John T.; Heard, Edith; Schulz, Edda G.; Marsico, AnnalisaKinetics of Xist-induced gene silencing can be predicted from combinations of epigenetic and genomic featuresView onlineSchließen
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Published in: Genome Research, 29 (2019) 7, Seite 1087-1099
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Tomás, Catarina Cardoso; Oliveira, Emanuel; Sousa, D.; Uba-Chupel, M.; Furtado, G.; Rocha, C.; Teixeira, A.; Ferreira, P.; Alves, Celeste; Gisin, Stefan; Catarino, Elisabete; Carvalho, Nelma; Coucelo, Tiago; Bonfim, Luís; Silva, Carina; Franco, Débora; González, Jesús Alcoba; Jardim, Helena G.; Silva, Rita; Baixinho, Cristina L.; Presado, Mª Helena; Marques, Mª Fátima; Cardoso, Mário E.; Cunha, Marina; [...]Proceedings of the 3rd IPLeiria’s International Health Congress : Leiria, Portugal. 6-7 May 2016 : Leiria, Portugal. 6-7 May 2016View onlineSchließen
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Published in: BMC Health Services Research, 16 (2016) S3
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Messina, Nicole L.; Germano, Susie; McElroy, Rebecca; Bonnici, Rhian; Grubor-Bauk, Branka; Lynn, David J.; McDonald, Ellie; Nicholson, Suellen; Perrett, Kirsten P.; Pittet, Laure F.; Rudraraju, Rajeev; Stevens, Natalie E.; Subbarao, Kanta; Curtis, Nigel; Curtis, Nigel; Davidson, Andrew; Gardiner, Kaya; Gwee, Amanda; Jamieson, Tenaya; Messina, Nicole; Morawakage, Thilanka; Perlen, Susan; Perrett, Kirsten; Pittet, Laure; [...]Specific and off-target immune responses following COVID-19 vaccination with ChAdOx1-S and BNT162b2 vaccines—an exploratory sub-study of the BRACE trialView onlineSchließen
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Published in: eBioMedicine, 103 (2024), Seite 105100
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Pittet, Laure F.; Moore, Cecilia L.; McDonald, Ellie; Barry, Simone; Bonten, Marc; Campbell, John; Croda, Julio; Dalcolmo, Margareth; Davidson, Andrew; Douglas, Mark W.; Gardiner, Kaya; Gwee, Amanda; Jardim, Bruno; Lacerda, Marcus V.G.; Lucas, Michaela; Lynn, David J.; Manning, Laurens; de Oliveira, Roberto D.; Perrett, Kirsten P.; Prat-Aymerich, Cristina; Richmond, Peter C.; Rocha, Jorge L.; Rodriguez-Baño, Jesus; Warris, Adilia; [...]Bacillus Calmette-Guérin vaccination for protection against recurrent herpes labialis: a nested randomised controlled trialView onlineSchließen
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Published in: eClinicalMedicine, 64 (2023), Seite 102203
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Zappi, Daniela C.; Filardi, Fabiana L. Ranzato; Leitman, Paula; Souza, Vinícius C.; Walter, Bruno M.T.; Pirani, José R.; Morim, Marli P.; Queiroz, Luciano P.; Cavalcanti, Taciana B.; Mansano, Vidal F.; Forzza, Rafaela C.; Abreu, Maria C.; Acevedo-Rodríguez, Pedro; Agra, Maria F.; Almeida Jr., Eduardo B.; Almeida, Gracineide S.S.; Almeida, Rafael F.; Alves, Flávio M.; Alves, Marccus; Alves-Araujo, Anderson; Amaral, Maria C.E.; Amorim, André M.; Amorim, Bruno; Andrade, Ivanilza M.; [...]Growing knowledge: an overview of Seed Plant diversity in BrazilView onlineSchließen
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Published in: Rodriguésia, 66 (2015) 4, Seite 1085-1113
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Pittet, Laure F.; Messina, Nicole L.; McDonald, Ellie; Orsini, Francesca; Barry, Simone; Bonten, Marc; Campbell, John; Croda, Julio; Croda, Mariana G.; Dalcolmo, Margareth; Gardiner, Kaya; Gwee, Amanda; Jardim, Bruno; Lacerda, Marcus V.G.; Lucas, Michaela; Lynn, David J.; Manning, Laurens; Perrett, Kirsten P.; Post, Jeffrey J.; Prat-Aymerich, Cristina; Richmond, Peter C.; Rocha, Jorge L.; Rodriguez-Baño, Jesus; Warris, Adilia; [...]Bacille Calmette-Guérin vaccination to prevent febrile and respiratory illness in adults (BRACE): secondary outcomes of a randomised controlled phase 3 trialView onlineSchließen
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Published in: eClinicalMedicine, 72 (2024), Seite 102616
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Dajti, I; Valenzuela, J I; Boccalatte, L A; Gemelli, N A; Smith, D E; Dudi-Venkata, N N; Kroon, H M; Sammour, T; Roberts, M; Mitchell, D; Lah, K; Pearce, A; Morton, A; Dawson, A C; Drane, A; Sharpin, C; Nataraja, R M; Pacilli, M; Cox, D R A; Muralidharan, V; Riddiough, G E; Clarke, E M; Jamel, W; Qin, K R; [...]Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality scoreView onlineSchließen
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Published in: British Journal of Surgery, 108 (2021) 11, Seite 1274-1292
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Fusai, Giuseppe Kito; Raptis, Dimitri Aristotle; Hilal, Mohamed Abu; Bassi, Claudio; Besselink, Marc; Conlon, Kevin; Davidson, Brian; Del Chiaro, Marco; Dervenis, Christos; Frigerio, Isabella; Falconi, Massimo; Hackert, Thilo; Harrison, Ewen M; Shrikhande, Shailesh V; Siriwardena, Ajith; Smith, Martin; Wolfgang, Christopher; Borakati, Aditya; Balci, Deniz; Elhadi, Muhammed; Salinas, Camila Hidalgo; Machairas, Nikolaos; Marchegiani, Giovanni; Oba, Atsushi; [...]Pancreatic surgery outcomes: multicentre prospective snapshot study in 67 countriesView onlineSchließen
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Published in: British Journal of Surgery, 111 (2024) 1