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Decision trees

Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree

Chang Zhou, Hua Yu, Yijie Ding, Fei Guo, Xiu-Jun Gong

published 08 Aug 2017

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Determinants for swine mycoplasmal pneumonia reproduction under experimental conditions: A systematic review and recursive partitioning analysis

Beatriz Garcia-Morante, Joaquim Segalés, Emmanuel Serrano, Marina Sibila

published 25 Jul 2017

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Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

Manal Alghamdi, Mouaz Al-Mallah, Steven Keteyian, Clinton Brawner, Jonathan Ehrman, Sherif Sakr

published 24 Jul 2017

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Colony Collapse Disorder (CCD) and bee age impact honey bee pathophysiology

Dennis vanEngelsdorp, Kirsten S. Traynor, Michael Andree, Elinor M. Lichtenberg, Yanping Chen, Claude Saegerman, Diana L. Cox-Foster

published 17 Jul 2017

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Longitudinal changes in physical activity, sedentary behavior and body mass index in adolescence: Migrations towards different weight cluster

José Devís-Devís, Jorge Lizandra, Alexandra Valencia-Peris, Esther Pérez-Gimeno, Xavier García-Massò, Carmen Peiró-Velert

published 21 Jun 2017

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Prediction of in-hospital mortality after pancreatic resection in pancreatic cancer patients: A boosting approach via a population-based study using health administrative data

Jose F. Velez-Serrano, Daniel Velez-Serrano, Valentin Hernandez-Barrera, Rodrigo Jimenez-Garcia, Ana Lopez de Andres, Pilar Carrasco Garrido, Alejandro Álvaro-Meca

published 07 Jun 2017

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Cerclage position, cervical length and preterm delivery in women undergoing ultrasound indicated cervical cerclage: A retrospective cohort study

Joanna R. Cook, Susan Chatfield, Manju Chandiramani, Lindsay Kindinger, Stefano Cacciatore, Lynne Sykes, Tiong Teoh, Andrew Shennan, Vasso Terzidou, Phillip R. Bennett

published 01 Jun 2017

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AlzhCPI: A knowledge base for predicting chemical-protein interactions towards Alzheimer’s disease

Jiansong Fang, Ling Wang, Yecheng Li, Wenwen Lian, Xiaocong Pang, Hong Wang, Dongsheng Yuan, Qi Wang, Ai-Lin Liu, Guan-Hua Du

published 25 May 2017

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Development of machine learning models for diagnosis of glaucoma

Seong Jae Kim, Kyong Jin Cho, Sejong Oh

published 23 May 2017

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Vertical ground reaction force marker for Parkinson’s disease

Md Nafiul Alam, Amanmeet Garg, Tamanna Tabassum Khan Munia, Reza Fazel-Rezai, Kouhyar Tavakolian

published 11 May 2017

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Multi-label spacecraft electrical signal classification method based on DBN and random forest

Ke Li, Nan Yu, Pengfei Li, Shimin Song, Yalei Wu, Yang Li, Meng Liu

published 09 May 2017

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Early prediction of postoperative liver dysfunction and clinical outcome using antithrombin III-activity

David Pereyra, Florian Offensperger, Florian Klinglmueller, Stefanie Haegele, Lukas Oehlberger, Thomas Gruenberger, Christine Brostjan, Patrick Starlinger

published 13 Apr 2017

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Field evaluation of a blood based test for active tuberculosis in endemic settings

Aasia Khaliq, Resmi Ravindran, Syed Fahadulla Hussainy, Viwanathan V. Krishnan, Atiqa Ambreen, Noshin Wasim Yusuf, Shagufta Irum, Abdul Rashid, Muhammad Jamil, Fareed Zaffar, Muhammad Nawaz Chaudhry, Puneet K. Gupta, Muhammad Waheed Akhtar, Imran H. Khan

published 05 Apr 2017

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