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Machine learning

ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans

Mehdi Yousefzadeh, Parsa Esfahanian, Seyed Mohammad Sadegh Movahed, Saeid Gorgin, Dara Rahmati, Atefeh Abedini, Seyed Alireza Nadji, Sara Haseli, Mehrdad Bakhshayesh Karam, Arda Kiani, Meisam Hoseinyazdi, Jafar Roshandel, Reza Lashgari

published 07 May 2021

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Latent class regression improves the predictive acuity and clinical utility of survival prognostication amongst chronic heart failure patients

John L. Mbotwa, Marc de Kamps, Paul D. Baxter, George T. H. Ellison, Mark S. Gilthorpe

published 07 May 2021

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Resting-state brain metabolic fingerprinting clusters (biomarkers) and predictive models for major depression in multiple myeloma patients

Xiaofei Wang, Joshua Eichhorn, Iqbal Haq, Ahmad Baghal

published 06 May 2021

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A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks

Mehdi Bamorovat, Iraj Sharifi, Esmat Rashedi, Alireza Shafiian, Fatemeh Sharifi, Ahmad Khosravi, Amirhossein Tahmouresi

published 05 May 2021

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Chronic stress in practice assistants: An analytic approach comparing four machine learning classifiers with a standard logistic regression model

Arezoo Bozorgmehr, Anika Thielmann, Birgitta Weltermann

published 04 May 2021

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The implementation of random survival forests in conflict management data: An examination of power sharing and third party mediation in post-conflict countries

Andrew B. Whetten, John R. Stevens, Damon Cann

published 03 May 2021

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A decentralized hybrid computing consumer authentication framework for a reliable drone delivery as a service

Abdul Hannan, Faisal Hussain, Noman Ali, Muhammad Ehatisham-Ul-Haq, Muhammad Usman Ashraf, Ahmed Mohammad Alghamdi, Ahmed Saeed Alfakeeh

published 30 Apr 2021

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Application of machine learning and genetic optimization algorithms for modeling and optimizing soybean yield using its component traits

Mohsen Yoosefzadeh-Najafabadi, Dan Tulpan, Milad Eskandari

published 30 Apr 2021

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A computational method for drug sensitivity prediction of cancer cell lines based on various molecular information

Fatemeh Ahmadi Moughari, Changiz Eslahchi

published 29 Apr 2021

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Validity concerns with the Revised Study Process Questionnaire (R-SPQ-2F) in undergraduate anatomy & physiology students

Staci N. Johnson, Eliza D. Gallagher, Anna Marie Vagnozzi

published 29 Apr 2021

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Predicting corporate credit risk: Network contagion via trade credit

Claudia Berloco, Gianmarco De Francisci Morales, Daniele Frassineti, Greta Greco, Hashani Kumarasinghe, Marco Lamieri, Emanuele Massaro, Arianna Miola, Shuyi Yang

published 29 Apr 2021

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Using survival prediction techniques to learn consumer-specific reservation price distributions

Ping Jin, Humza Haider, Russell Greiner, Sarah Wei, Gerald Häubl

published 29 Apr 2021

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Random forest model for feature-based Alzheimer’s disease conversion prediction from early mild cognitive impairment subjects

Matthew Velazquez, Yugyung Lee, for the Alzheimer’s Disease Neuroimaging Initiative

published 29 Apr 2021

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