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Machine learning

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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Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process

Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin

published 14 Oct 2011

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VDA, a Method of Choosing a Better Algorithm with Fewer Validations

Francesco Strino, Fabio Parisi, Yuval Kluger

published 12 Oct 2011

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An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients

Yaman Aksu, David J. Miller, George Kesidis, Don C. Bigler, Qing X. Yang

published 12 Oct 2011

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Predicting P-Glycoprotein-Mediated Drug Transport Based On Support Vector Machine and Three-Dimensional Crystal Structure of P-glycoprotein

Zsolt Bikadi, Istvan Hazai, David Malik, Katalin Jemnitz, Zsuzsa Veres, Peter Hari, Zhanglin Ni, Tip W. Loo, David M. Clarke, Eszter Hazai, Qingcheng Mao

published 04 Oct 2011

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Computational Prediction of Heme-Binding Residues by Exploiting Residue Interaction Network

Rong Liu, Jianjun Hu

published 03 Oct 2011

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Outcome Prediction in Pneumonia Induced ALI/ARDS by Clinical Features and Peptide Patterns of BALF Determined by Mass Spectrometry

Jochen Frenzel, Christian Gessner, Torsten Sandvoss, Stefan Hammerschmidt, Wolfgang Schellenberger, Ulrich Sack, Klaus Eschrich, Hubert Wirtz

published 03 Oct 2011

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A Comparison of Methods for Classifying Clinical Samples Based on Proteomics Data: A Case Study for Statistical and Machine Learning Approaches

Dayle L. Sampson, Tony J. Parker, Zee Upton, Cameron P. Hurst

published 28 Sep 2011

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The Biological Basis of a Universal Constraint on Color Naming: Cone Contrasts and the Two-Way Categorization of Colors

Youping Xiao, Christopher Kavanau, Lauren Bertin, Ehud Kaplan

published 21 Sep 2011

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iDNA-Prot: Identification of DNA Binding Proteins Using Random Forest with Grey Model

Wei-Zhong Lin, Jian-An Fang, Xuan Xiao, Kuo-Chen Chou

published 15 Sep 2011

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MultiMiTar: A Novel Multi Objective Optimization based miRNA-Target Prediction Method

Ramkrishna Mitra, Sanghamitra Bandyopadhyay

published 15 Sep 2011

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Gene Expression Changes in Phosphorus Deficient Potato (Solanum tuberosum L.) Leaves and the Potential for Diagnostic Gene Expression Markers

John P. Hammond, Martin R. Broadley, Helen C. Bowen, William P. Spracklen, Rory M. Hayden, Philip J. White

published 14 Sep 2011

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Towards a Physiology-Based Measure of Pain: Patterns of Human Brain Activity Distinguish Painful from Non-Painful Thermal Stimulation

Justin E. Brown, Neil Chatterjee, Jarred Younger, Sean Mackey

published 13 Sep 2011

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