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Linear discriminant analysis

An Algorithm for Finding Biologically Significant Features in Microarray Data Based on A Priori Manifold Learning

Zena M. Hira, George Trigeorgis, Duncan F. Gillies

published 03 Mar 2014

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A Data-Driven Algorithm Integrating Clinical and Laboratory Features for the Diagnosis and Prognosis of Necrotizing Enterocolitis

Jun Ji, Xuefeng B. Ling, Yingzhen Zhao, Zhongkai Hu, Xiaolin Zheng, Zhening Xu, Qiaojun Wen, Zachary J. Kastenberg, Ping Li, Fizan Abdullah, Mary L. Brandt, Richard A. Ehrenkranz, Mary Catherine Harris, Timothy C. Lee, B. Joyce Simpson, Corinna Bowers, R. Lawrence Moss, Karl G. Sylvester

published 28 Feb 2014

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A Pilot Study Exploring the Use of Breath Analysis to Differentiate Healthy Cattle from Cattle Experimentally Infected with Mycobacterium bovis

Christine K. Ellis, Randal S. Stahl, Pauline Nol, W. Ray Waters, Mitchell V. Palmer, Jack C. Rhyan, Kurt C. VerCauteren, Matthew McCollum, M. D. Salman

published 24 Feb 2014

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Improving Predictions of Protein-Protein Interfaces by Combining Amino Acid-Specific Classifiers Based on Structural and Physicochemical Descriptors with Their Weighted Neighbor Averages

Fábio R. de Moraes, Izabella A. P. Neshich, Ivan Mazoni, Inácio H. Yano, José G. C. Pereira, José A. Salim, José G. Jardine, Goran Neshich

published 28 Jan 2014

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Defining and Evaluating Classification Algorithm for High-Dimensional Data Based on Latent Topics

Le Luo, Li Li

published 09 Jan 2014

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Histology Verification Demonstrates That Biospectroscopy Analysis of Cervical Cytology Identifies Underlying Disease More Accurately than Conventional Screening: Removing the Confounder of Discordance

Ketan Gajjar, Abdullah A. Ahmadzai, George Valasoulis, Júlio Trevisan, Christina Founta, Maria Nasioutziki, Aristotelis Loufopoulos, Maria Kyrgiou, Sofia Melina Stasinou, Petros Karakitsos, Evangelos Paraskevaidis, Bianca Da Gama-Rose, Pierre L. Martin-Hirsch, Francis L. Martin

published 03 Jan 2014

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Effective Classification and Gene Expression Profiling for the Facioscapulohumeral Muscular Dystrophy

Félix F. González-Navarro, Lluís A. Belanche-Muñoz, Karen A. Silva-Colón

published 13 Dec 2013

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Comparison of EEG-Features and Classification Methods for Motor Imagery in Patients with Disorders of Consciousness

Yvonne Höller, Jürgen Bergmann, Aljoscha Thomschewski, Martin Kronbichler, Peter Höller, Julia S. Crone, Elisabeth V. Schmid, Kevin Butz, Raffaele Nardone, Eugen Trinka

published 25 Nov 2013

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Serum Based Diagnosis of Asthma Using Raman Spectroscopy: An Early Phase Pilot Study

Aditi Sahu, Krishna Dalal, Sarla Naglot, Parveen Aggarwal, C. Murali Krishna

published 08 Nov 2013

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Genome-Wide Sequencing of Cellular microRNAs Identifies a Combinatorial Expression Signature Diagnostic of Sepsis

Yuqian Ma, David Vilanova, Kerem Atalar, Olivier Delfour, Jonathan Edgeworth, Marlies Ostermann, Maria Hernandez-Fuentes, Sandrine Razafimahatratra, Bernard Michot, David H. Persing, Ingrid Ziegler, Bianca Törös, Paula Mölling, Per Olcén, Richard Beale, Graham M. Lord

published 16 Oct 2013

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Whatever Works: A Systematic User-Centered Training Protocol to Optimize Brain-Computer Interfacing Individually

Elisabeth V. C. Friedrich, Christa Neuper, Reinhold Scherer

published 23 Sep 2013

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Z-Score Linear Discriminant Analysis for EEG Based Brain-Computer Interfaces

Rui Zhang, Peng Xu, Lanjin Guo, Yangsong Zhang, Peiyang Li, Dezhong Yao

published 13 Sep 2013

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Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field

Cristina Granziera, Alessandro Daducci, Samanta Simioni, Matthias Cavassini, Alexis Roche, Djalel Meskaldji, Tobias Kober, Melanie Metral, Alexandra Calmy, Gunther Helms, Bernard Hirschel, François Lazeyras, Reto Meuli, Gunnar Krueger, Renaud A. Du Pasquier

published 10 Sep 2013

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