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Machine learning

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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Maximal Standard Dose of Parenteral Iron for Hemodialysis Patients: An MRI-Based Decision Tree Learning Analysis

Guy Rostoker, Mireille Griuncelli, Christelle Loridon, Théophile Magna, Philippe Janklewicz, Gilles Drahi, Hervé Dahan, Yves Cohen

published 15 Dec 2014

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Robust Identification of Polyethylene Terephthalate (PET) Plastics through Bayesian Decision

Mohd Asyraf Zulkifley, Mohd Marzuki Mustafa, Aini Hussain, Aouache Mustapha, Suzaimah Ramli

published 08 Dec 2014

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FindFoci: A Focus Detection Algorithm with Automated Parameter Training That Closely Matches Human Assignments, Reduces Human Inconsistencies and Increases Speed of Analysis

Alex D. Herbert, Antony M. Carr, Eva Hoffmann

published 05 Dec 2014

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Inferring Behavioral States of Grazing Livestock from High-Frequency Position Data Alone

Hermel Homburger, Manuel K. Schneider, Sandra Hilfiker, Andreas Lüscher

published 04 Dec 2014

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Learning Dictionaries of Sparse Codes of 3D Movements of Body Joints for Real-Time Human Activity Understanding

Jin Qi, Zhiyong Yang

published 04 Dec 2014

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Extraction of Temporal Networks from Term Co-Occurrences in Online Textual Sources

Marko Popović, Hrvoje Štefančić, Borut Sluban, Petra Kralj Novak, Miha Grčar, Igor Mozetič, Michelangelo Puliga, Vinko Zlatić

published 03 Dec 2014

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Identifying Autism from Neural Representations of Social Interactions: Neurocognitive Markers of Autism

Marcel Adam Just, Vladimir L. Cherkassky, Augusto Buchweitz, Timothy A. Keller, Tom M. Mitchell

published 02 Dec 2014

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GINDEL: Accurate Genotype Calling of Insertions and Deletions from Low Coverage Population Sequence Reads

Chong Chu, Jin Zhang, Yufeng Wu

published 25 Nov 2014

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Negation’s Not Solved: Generalizability Versus Optimizability in Clinical Natural Language Processing

Stephen Wu, Timothy Miller, James Masanz, Matt Coarr, Scott Halgrim, David Carrell, Cheryl Clark

published 13 Nov 2014

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