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Linear discriminant analysis

Artificial Neural Network Accurately Predicts Hepatitis B Surface Antigen Seroclearance

Ming-Hua Zheng, Wai-Kay Seto, Ke-Qing Shi, Danny Ka-Ho Wong, James Fung, Ivan Fan-Ngai Hung, Daniel Yee-Tak Fong, John Chi-Hang Yuen, Teresa Tong, Ching-Lung Lai, Man-Fung Yuen

published 10 Jun 2014

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Identification of Different Varieties of Sesame Oil Using Near-Infrared Hyperspectral Imaging and Chemometrics Algorithms

Chuanqi Xie, Qiaonan Wang, Yong He

published 30 May 2014

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A New Method Combining LDA and PLS for Dimension Reduction

Liang Tang, Silong Peng, Yiming Bi, Peng Shan, Xiyuan Hu

published 12 May 2014

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Multi-Task Linear Programming Discriminant Analysis for the Identification of Progressive MCI Individuals

Guan Yu, Yufeng Liu, Kim-Han Thung, Dinggang Shen

published 12 May 2014

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A Comparison of Supervised Machine Learning Algorithms and Feature Vectors for MS Lesion Segmentation Using Multimodal Structural MRI

Elizabeth M. Sweeney, Joshua T. Vogelstein, Jennifer L. Cuzzocreo, Peter A. Calabresi, Daniel S. Reich, Ciprian M. Crainiceanu, Russell T. Shinohara

published 29 Apr 2014

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Overlapped Partitioning for Ensemble Classifiers of P300-Based Brain-Computer Interfaces

Akinari Onishi, Kiyohisa Natsume

published 02 Apr 2014

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Classification of Cirrhotic Patients with or without Minimal Hepatic Encephalopathy and Healthy Subjects Using Resting-State Attention-Related Network Analysis

Hua-Jun Chen, Yu Wang, Xi-Qi Zhu, Pei-Cheng Li, Gao-Jun Teng

published 19 Mar 2014

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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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