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Machine Learning for Critical Care: An Overview and a Sepsis Case Study.

, , , , and . IWBBIO (1), volume 10208 of Lecture Notes in Computer Science, page 15-30. (2017)

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On the benefits for model regularization of a variational formulation of GTM., and . IJCNN, page 1568-1575. IEEE, (2008)The effect of noise and sample size on an unsupervised feature selection method for manifold learning., and . IJCNN, page 522-527. IEEE, (2008)Visual interpretation of class C GPCR subtype overlapping from the nonlinear mapping of transformed primary sequences., , and . BHI, page 764-767. IEEE, (2014)The extracellular N-terminal domain suffices to discriminate class C G Protein-Coupled Receptor subtypes from n-grams of their sequences., , , and . IJCNN, page 1-7. IEEE, (2015)Neural Networks and Other Machine Learning Methods in Cancer Research., and . IWANN, volume 4507 of Lecture Notes in Computer Science, page 964-971. Springer, (2007)Random Forests for Quality Control in G-Protein Coupled Receptor Databases., and . IWBBIO, volume 9656 of Lecture Notes in Computer Science, page 707-718. Springer, (2016)Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database., , , , , and . Neurocomputing, 72 (13-15): 3085-3097 (2009)Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping.. ICANN (2), volume 4132 of Lecture Notes in Computer Science, page 361-370. Springer, (2006)Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset., , , and . KES (2), volume 5178 of Lecture Notes in Computer Science, page 189-196. Springer, (2008)Machine learning in cancer research: implications for personalised medicine., , and . ESANN, page 55-64. (2008)