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Machine learning

Predicting human protein function with multi-task deep neural networks

Rui Fa, Domenico Cozzetto, Cen Wan, David T. Jones

published 11 Jun 2018

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Image classification by addition of spatial information based on histograms of orthogonal vectors

Bushra Zafar, Rehan Ashraf, Nouman Ali, Mudassar Ahmed, Sohail Jabbar, Savvas A. Chatzichristofis

published 08 Jun 2018

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Optimizing miRNA-module diagnostic biomarkers of gastric carcinoma via integrated network analysis

Fengbin Zhang, Wenjuan Xu, Jun Liu, Xiaoyan Liu, Bingjie Huo, Bing Li, Zhong Wang

published 07 Jun 2018

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Thigh muscle segmentation of chemical shift encoding-based water-fat magnetic resonance images: The reference database MyoSegmenTUM

Sarah Schlaeger, Friedemann Freitag, Elisabeth Klupp, Michael Dieckmeyer, Dominik Weidlich, Stephanie Inhuber, Marcus Deschauer, Benedikt Schoser, Sarah Bublitz, Federica Montagnese, Claus Zimmer, Ernst J. Rummeny, Dimitrios C. Karampinos, Jan S. Kirschke, Thomas Baum

published 07 Jun 2018

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Predictive modeling of treatment resistant depression using data from STAR*D and an independent clinical study

Zhi Nie, Srinivasan Vairavan, Vaibhav A. Narayan, Jieping Ye, Qingqin S. Li

published 07 Jun 2018

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Evaluating and predicting the effectiveness of farmland consolidation on improving agricultural productivity in China

Yeting Fan, Xiaobin Jin, Xiaomin Xiang, Le Gan, Xuhong Yang, Zhihong Zhang, Yinkang Zhou

published 06 Jun 2018

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A pharmaco-metabolomics approach in a clinical trial of ALS: Identification of predictive markers of progression

Hélène Blasco, Franck Patin, Amandine Descat, Guillaume Garçon, Philippe Corcia, Patrick Gelé, Timothée Lenglet, Peter Bede, Vincent Meininger, David Devos, Jean François Gossens, Pierre-François Pradat

published 05 Jun 2018

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Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm

Md Akter Hussain, Alauddin Bhuiyan, Chi D. Luu, R. Theodore Smith, Robyn H. Guymer, Hiroshi Ishikawa, Joel S. Schuman, Kotagiri Ramamohanarao

published 04 Jun 2018

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Lawsuit lead time prediction: Comparison of data mining techniques based on categorical response variable

Lúcia Adriana dos Santos Gruginskie, Guilherme Luís Roehe Vaccaro

published 01 Jun 2018

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Protein alignment based on higher order conditional random fields for template-based modeling

Juan A. Morales-Cordovilla, Victoria Sanchez, Martin Ratajczak

published 01 Jun 2018

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In silico approaches for predicting the half-life of natural and modified peptides in blood

Deepika Mathur, Sandeep Singh, Ayesha Mehta, Piyush Agrawal, Gajendra P. S. Raghava

published 01 Jun 2018

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Managing the 1920s’ Chilean educational crisis: A historical view combined with machine learning

Francisca Rengifo, Gonzalo A. Ruz, Aldo Mascareño

published 30 May 2018

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A bioavailable strontium isoscape for Western Europe: A machine learning approach

Clement P. Bataille, Isabella C. C. von Holstein, Jason E. Laffoon, Malte Willmes, Xiao-Ming Liu, Gareth R. Davies

published 30 May 2018

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