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Machine learning

Robust Volume Assessment of Brain Tissues for 3-Dimensional Fourier Transformation MRI via a Novel Multispectral Technique

Jyh-Wen Chai, Clayton C. Chen, Yi-Ying Wu, Hung-Chieh Chen, Yi-Hsin Tsai, Hsian-Min Chen, Tsuo-Hung Lan, Yen-Chieh Ouyang, San-Kan Lee

published 24 Feb 2015

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Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

published 23 Feb 2015

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Decoding Multiple Sound Categories in the Human Temporal Cortex Using High Resolution fMRI

Fengqing Zhang, Ji-Ping Wang, Jieun Kim, Todd Parrish, Patrick C. M. Wong

published 18 Feb 2015

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Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data

Forrest R. Stevens, Andrea E. Gaughan, Catherine Linard, Andrew J. Tatem

published 17 Feb 2015

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An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins

Runtao Yang, Chengjin Zhang, Rui Gao, Lina Zhang

published 13 Feb 2015

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PON-P2: Prediction Method for Fast and Reliable Identification of Harmful Variants

Abhishek Niroula, Siddhaling Urolagin, Mauno Vihinen

published 03 Feb 2015

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16S Classifier: A Tool for Fast and Accurate Taxonomic Classification of 16S rRNA Hypervariable Regions in Metagenomic Datasets

Nikhil Chaudhary, Ashok K. Sharma, Piyush Agarwal, Ankit Gupta, Vineet K. Sharma

published 03 Feb 2015

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Figure-Associated Text Summarization and Evaluation

Balaji Polepalli Ramesh, Ricky J. Sethi, Hong Yu

published 02 Feb 2015

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IQM: An Extensible and Portable Open Source Application for Image and Signal Analysis in Java

Philipp Kainz, Michael Mayrhofer-Reinhartshuber, Helmut Ahammer

published 22 Jan 2015

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A Permutation Method to Assess Heterogeneity in External Validation for Risk Prediction Models

Ling-Yi Wang, Wen-Chung Lee

published 21 Jan 2015

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Machine Learning for Biomedical Literature Triage

Hayda Almeida, Marie-Jean Meurs, Leila Kosseim, Greg Butler, Adrian Tsang

published 31 Dec 2014

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Color Measurement of Tea Leaves at Different Drying Periods Using Hyperspectral Imaging Technique

Chuanqi Xie, Xiaoli Li, Yongni Shao, Yong He

published 29 Dec 2014

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Comparison of Whole Blood and Peripheral Blood Mononuclear Cell Gene Expression for Evaluation of the Perioperative Inflammatory Response in Patients with Advanced Heart Failure

Galyna Bondar, Martin Cadeiras, Nicholas Wisniewski, Jetrina Maque, Jay Chittoor, Eleanor Chang, Maral Bakir, Charlotte Starling, Khurram Shahzad, Peipei Ping, Elaine Reed, Mario Deng

published 17 Dec 2014

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