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Forecasting

Cognition and motor function: The gait and cognition pooled index

Jacqueline K. Kueper, Daniel J. Lizotte, Manuel Montero-Odasso, Mark Speechley, for the Alzheimer’s Disease Neuroimaging Initiative

published 11 Sep 2020

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COVID-19 mortality dynamics: The future modelled as a (mixture of) past(s)

Samuel Soubeyrand, Mélina Ribaud, Virgile Baudrot, Denis Allard, Denys Pommeret, Lionel Roques

published 11 Sep 2020

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Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

Dimitris Bertsimas, Michael Lingzhi Li, Ioannis Ch. Paschalidis, Taiyao Wang

published 09 Sep 2020

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Impact of network structure on collective learning: An experimental study in a data science competition

Devon Brackbill, Damon Centola

published 04 Sep 2020

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Forecasting outbound student mobility: A machine learning approach

Stephanie Yang, Hsueh-Chih Chen, Wen-Ching Chen, Cheng-Hong Yang

published 03 Sep 2020

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Development and validation of a prediction model estimating the 10-year risk for type 2 diabetes in China

Xian Shao, Yao Wang, Shuai Huang, Hongyan Liu, Saijun Zhou, Rui Zhang, Pei Yu

published 03 Sep 2020

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Spatio-temporal prediction model of out-of-hospital cardiac arrest: Designation of medical priorities and estimation of human resources requirement

Angelo Auricchio, Stefano Peluso, Maria Luce Caputo, Jost Reinhold, Claudio Benvenuti, Roman Burkart, Roberto Cianella, Catherine Klersy, Enrico Baldi, Antonietta Mira

published 31 Aug 2020

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Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

published 31 Aug 2020

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Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Simeone Marino, Yi Zhao, Nina Zhou, Yiwang Zhou, Arthur W. Toga, Lu Zhao, Yingsi Jian, Yichen Yang, Yehu Chen, Qiucheng Wu, Jessica Wild, Brandon Cummings, Ivo D. Dinov

published 28 Aug 2020

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A novel machine learning strategy for model selections - Stepwise Support Vector Machine (StepSVM)

Chao-Yu Guo, Yu-Chin Chou

published 27 Aug 2020

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Shiny-SoSV: A web-based performance calculator for somatic structural variant detection

Tingting Gong, Vanessa M. Hayes, Eva K. F. Chan

published 27 Aug 2020

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Clinical Analytics Prediction Engine (CAPE): Development, electronic health record integration and prospective validation of hospital mortality, 180-day mortality and 30-day readmission risk prediction models

Nirav Shah, Chad Konchak, Daniel Chertok, Loretta Au, Alex Kozlov, Urmila Ravichandran, Patrick McNulty, Linning Liao, Kate Steele, Maureen Kharasch, Chris Boyle, Tom Hensing, David Lovinger, Jonathan Birnberg, Anthony Solomonides, Lakshmi Halasyamani

published 27 Aug 2020

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Modeling of paclitaxel biosynthesis elicitation in Corylus avellana cell culture using adaptive neuro-fuzzy inference system-genetic algorithm (ANFIS-GA) and multiple regression methods

Siamak Farhadi, Mina Salehi, Ahmad Moieni, Naser Safaie, Mohammad Sadegh Sabet

published 27 Aug 2020

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