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Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network
Kashyap, Mehr, Seneviratne, Martin, Banda, Juan M, Falconer, Thomas, Ryu, Borim, Yoo, Sooyoung, Hripcsak, George, Shah, Nigam H
Published in Journal of the American Medical Informatics Association : JAMIA (01.06.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.06.2020)
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Journal Article
Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units
González-Robledo, Javier, Martín-González, Félix, Sánchez-Barba, Mercedes, Sánchez-Hernández, Fernando, Moreno-García, María N.
Published in Journal of medical systems (01.09.2017)
Published in Journal of medical systems (01.09.2017)
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Journal Article
Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things
Lopez-Martin, Manuel, Carro, Belen, Sanchez-Esguevillas, Antonio, Lloret, Jaime
Published in IEEE access (01.01.2017)
Published in IEEE access (01.01.2017)
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Journal Article
Knowledge-Based Approach to Detect Potentially Risky Websites
Prieto, Juan Carlos, Fernandez-Isabel, Alberto, De Diego, Isaac Martin, Ortega, Felipe, Moguerza, Javier M.
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Privacy preserving distributed learning classifiers – Sequential learning with small sets of data
Zerka, Fadila, Urovi, Visara, Bottari, Fabio, Leijenaar, Ralph T.H., Walsh, Sean, Gabrani-Juma, Hanif, Gueuning, Martin, Vaidyanathan, Akshayaa, Vos, Wim, Occhipinti, Mariaelena, Woodruff, Henry C., Dumontier, Michel, Lambin, Philippe
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
Exploring the added value of pretherapeutic MR descriptors in predicting breast cancer pathologic complete response to neoadjuvant chemotherapy
Malhaire, Caroline, Selhane, Fatine, Saint-Martin, Marie-Judith, Cockenpot, Vincent, Akl, Pia, Laas, Enora, Bellesoeur, Audrey, Ala Eddine, Catherine, Bereby-Kahane, Melodie, Manceau, Julie, Sebbag-Sfez, Delphine, Pierga, Jean-Yves, Reyal, Fabien, Vincent-Salomon, Anne, Brisse, Herve, Frouin, Frederique
Published in European radiology (01.11.2023)
Published in European radiology (01.11.2023)
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Journal Article
Towards the genome-scale discovery of bivariate monotonic classifiers
Fourquet, Océane, Krejca, Martin S., Doerr, Carola, Schwikowski, Benno
Published in BMC bioinformatics (02.09.2025)
Published in BMC bioinformatics (02.09.2025)
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Journal Article
Somnotate: A probabilistic sleep stage classifier for studying vigilance state transitions
Brodersen, Paul J. N., Alfonsa, Hannah, Krone, Lukas B., Blanco-Duque, Cristina, Fisk, Angus S., Flaherty, Sarah J., Guillaumin, Mathilde C. C., Huang, Yi-Ge, Kahn, Martin C., McKillop, Laura E., Milinski, Linus, Taylor, Lewis, Thomas, Christopher W., Yamagata, Tomoko, Foster, Russell G., Vyazovskiy, Vladyslav V., Akerman, Colin J.
Published in PLoS computational biology (17.01.2024)
Published in PLoS computational biology (17.01.2024)
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Journal Article
Feature-based classifiers for somatic mutation detection in tumour-normal paired sequencing data
Ding, Jiarui, Bashashati, Ali, Roth, Andrew, Oloumi, Arusha, Tse, Kane, Zeng, Thomas, Haffari, Gholamreza, Hirst, Martin, Marra, Marco A., Condon, Anne, Aparicio, Samuel, Shah, Sohrab P.
Published in Bioinformatics (15.01.2012)
Published in Bioinformatics (15.01.2012)
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Journal Article
Protein solubility: sequence based prediction and experimental verification
Smialowski, Pawel, Martin-Galiano, Antonio J., Mikolajka, Aleksandra, Girschick, Tobias, Holak, Tad A., Frishman, Dmitrij
Published in Bioinformatics (01.10.2007)
Published in Bioinformatics (01.10.2007)
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Journal Article
Machine learning workflows to estimate class probabilities for precision cancer diagnostics on DNA methylation microarray data
Maros, Máté E., Capper, David, Jones, David T. W., Hovestadt, Volker, von Deimling, Andreas, Pfister, Stefan M., Benner, Axel, Zucknick, Manuela, Sill, Martin
Published in Nature protocols (01.02.2020)
Published in Nature protocols (01.02.2020)
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Journal Article
Robust assignment of cancer subtypes from expression data using a uni-variate gene expression average as classifier
Lauss, Martin, Frigyesi, Attila, Ryden, Tobias, Höglund, Mattias
Published in BMC cancer (06.10.2010)
Published in BMC cancer (06.10.2010)
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Improving the understanding of sleep apnea characterization using Recurrence Quantification Analysis by defining overall acceptable values for the dimensionality of the system, the delay, and the distance threshold
Martín-González, Sofía, Navarro-Mesa, Juan L., Juliá-Serdá, Gabriel, Ramírez-Ávila, G. Marcelo, Ravelo-García, Antonio G.
Published in PloS one (05.04.2018)
Published in PloS one (05.04.2018)
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Journal Article
Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep
Mariani, Sara, Manfredini, Elena, Rosso, Valentina, Grassi, Andrea, Mendez, Martin O., Alba, Alfonso, Matteucci, Matteo, Parrino, Liborio, Terzano, Mario G., Cerutti, Sergio, Bianchi, Anna M.
Published in Medical & biological engineering & computing (01.04.2012)
Published in Medical & biological engineering & computing (01.04.2012)
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