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Machine learning algorithms

Linking the Epigenome to the Genome: Correlation of Different Features to DNA Methylation of CpG Islands

Clemens Wrzodek, Finja Büchel, Georg Hinselmann, Johannes Eichner, Florian Mittag, Andreas Zell

published 30 Apr 2012

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L1pred: A Sequence-Based Prediction Tool for Catalytic Residues in Enzymes with the L1-logreg Classifier

Yongchao Dou, Jun Wang, Jialiang Yang, Chi Zhang

published 27 Apr 2012

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White Matter Differences between Healthy Young ApoE4 Carriers and Non-Carriers Identified with Tractography and Support Vector Machines

Laurence O'Dwyer, Franck Lamberton, Silke Matura, Monika Scheibe, Julia Miller, Dan Rujescu, David Prvulovic, Harald Hampel

published 25 Apr 2012

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One Plus One Makes Three (for Social Networks)

Emöke-Ágnes Horvát, Michael Hanselmann, Fred A. Hamprecht, Katharina A. Zweig

published 06 Apr 2012

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Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment

Laurence O'Dwyer, Franck Lamberton, Arun L. W. Bokde, Michael Ewers, Yetunde O. Faluyi, Colby Tanner, Bernard Mazoyer, Desmond O'Neill, Máiréad Bartley, D. Rónán Collins, Tara Coughlan, David Prvulovic, Harald Hampel

published 23 Feb 2012

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A Data-Driven Predictive Approach for Drug Delivery Using Machine Learning Techniques

YuanYuan Li, Scott C. Lenaghan, Mingjun Zhang

published 23 Feb 2012

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Dirichlet Multinomial Mixtures: Generative Models for Microbial Metagenomics

Ian Holmes, Keith Harris, Christopher Quince

published 03 Feb 2012

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Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning

Zhuoran Wang, Anoop D. Shah, A. Rosemary Tate, Spiros Denaxas, John Shawe-Taylor, Harry Hemingway

published 19 Jan 2012

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RegnANN: Reverse Engineering Gene Networks Using Artificial Neural Networks

Marco Grimaldi, Roberto Visintainer, Giuseppe Jurman

published 28 Dec 2011

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Decoding Sequence Learning from Single-Trial Intracranial EEG in Humans

Marzia De Lucia, Irina Constantinescu, Virginie Sterpenich, Gilles Pourtois, Margitta Seeck, Sophie Schwartz

published 09 Dec 2011

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MaturePred: Efficient Identification of MicroRNAs within Novel Plant Pre-miRNAs

Ping Xuan, Maozu Guo, Yangchao Huang, Wenbin Li, Yufei Huang

published 16 Nov 2011

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Cell Motility Dynamics: A Novel Segmentation Algorithm to Quantify Multi-Cellular Bright Field Microscopy Images

Assaf Zaritsky, Sari Natan, Judith Horev, Inbal Hecht, Lior Wolf, Eshel Ben-Jacob, Ilan Tsarfaty

published 09 Nov 2011

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Automated Detection and Segmentation of Synaptic Contacts in Nearly Isotropic Serial Electron Microscopy Images

Anna Kreshuk, Christoph N. Straehle, Christoph Sommer, Ullrich Koethe, Marco Cantoni, Graham Knott, Fred A. Hamprecht

published 21 Oct 2011

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