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Machine learning algorithms

Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods

Konan Hara, Yasuki Kobayashi, [ ... ], Akiko Kishi Svensson

Analysis of potential genetic biomarkers and molecular mechanism of smoking-related postmenopausal osteoporosis using weighted gene co-expression network analysis and machine learning

Shaoshuo Li, Baixing Chen, [ ... ], Jianwei Wang

Identification of high-risk COVID-19 patients using machine learning

Mario A. Quiroz-Juárez, Armando Torres-Gómez, [ ... ], Alfred B. U’Ren

Comparison of machine learning methods for estimating case fatality ratios: An Ebola outbreak simulation study

Alpha Forna, Ilaria Dorigatti, Pierre Nouvellet, Christl A. Donnelly

Improving fake news classification using dependency grammar

Kitti Nagy, Jozef Kapusta

Application of a time-series deep learning model to predict cardiac dysrhythmias in electronic health records

Aixia Guo, Sakima Smith, [ ... ], Randi E. Foraker

Machine Learning augmented docking studies of aminothioureas at the SARS-CoV-2—ACE2 interface

Monika Rola, Jakub Krassowski, [ ... ], Piotr Paneth

Fishing trip cost modeling using generalized linear model and machine learning methods – A case study with longline fisheries in the Pacific and an application in Regulatory Impact Analysis

Hing Ling Chan, Minling Pan

Random forest-integrated analysis in AD and LATE brain transcriptome-wide data to identify disease-specific gene expression

Xinxing Wu, Chong Peng, Peter T. Nelson, Qiang Cheng

Machine learning model for predicting the optimal depth of tracheal tube insertion in pediatric patients: A retrospective cohort study

Jae-Geum Shim, Kyoung-Ho Ryu, [ ... ], Jin Hee Ahn

Multi-feature data repository development and analytics for image cosegmentation in high-throughput plant phenotyping

Rubi Quiñones, Francisco Munoz-Arriola, Sruti Das Choudhury, Ashok Samal

Can co-authorship networks be used to predict author research impact? A machine-learning based analysis within the field of degenerative cervical myelopathy research

Noah Grodzinski, Ben Grodzinski, Benjamin M. Davies

Deep Q-network-based traffic signal control models

Sangmin Park, Eum Han, [ ... ], Ilsoo Yun

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