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Outcome prediction with serial neuron-specific enolase and machine learning in anoxic-ischaemic disorders of consciousness
Muller, Emily, Shock, Jonathan P., Bender, Andreas, Kleeberger, Julian, Högen, Tobias, Rosenfelder, Martin, Bah, Bubacarr, Lopez-Rolon, Alex
Published in Computers in biology and medicine (01.04.2019)
Published in Computers in biology and medicine (01.04.2019)
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Journal Article
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
Montolío, Alberto, Martín-Gallego, Alejandro, Cegoñino, José, Orduna, Elvira, Vilades, Elisa, Garcia-Martin, Elena, Palomar, Amaya Pérez del
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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Journal Article
Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
Dyrba, Martin, Ewers, Michael, Wegrzyn, Martin, Kilimann, Ingo, Plant, Claudia, Oswald, Annahita, Meindl, Thomas, Pievani, Michela, Bokde, Arun L. W., Fellgiebel, Andreas, Filippi, Massimo, Hampel, Harald, Klöppel, Stefan, Hauenstein, Karlheinz, Kirste, Thomas, Teipel, Stefan J.
Published in PloS one (31.05.2013)
Published in PloS one (31.05.2013)
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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
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
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
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
Comparison of LORETA and CSP for Brain-Computer Interface Applications
Santos, Eliana M., San-Martin, Rodrigo, Fraga, Francisco J.
Published in International Multi-Conference on Systems, Signals, and Devices (22.03.2021)
Published in International Multi-Conference on Systems, Signals, and Devices (22.03.2021)
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Conference Proceeding
Decision trees as information source for attribute selection
Fukuda, K., Martin, B.
Published in 2009 IEEE Symposium on Computational Intelligence and Data Mining (01.03.2009)
Published in 2009 IEEE Symposium on Computational Intelligence and Data Mining (01.03.2009)
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Conference Proceeding
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