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Machine learning

Undersampling bankruptcy prediction: Taiwan bankruptcy data

Haoming Wang, Xiangdong Liu

published 01 Jul 2021

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Classification of abnormal location in medium voltage switchgears using hybrid gravitational search algorithm-artificial intelligence

Hazlee Azil Illias, Ming Ming Lim, Ab Halim Abu Bakar, Hazlie Mokhlis, Sanuri Ishak, Mohd Dzaki Mohd Amir

published 01 Jul 2021

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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets

Ronrick Da-ano, François Lucia, Ingrid Masson, Ronan Abgral, Joanne Alfieri, Caroline Rousseau, Augustin Mervoyer, Caroline Reinhold, Olivier Pradier, Ulrike Schick, Dimitris Visvikis, Mathieu Hatt

published 01 Jul 2021

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Predicting COVID-19 in very large countries: The case of Brazil

V. C. Parro, M. L. M. Lafetá, F. Pait, F. B. Ipólito, T. N. Toporcov

published 01 Jul 2021

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Prediction of preterm birth in nulliparous women using logistic regression and machine learning

Reza Arabi Belaghi, Joseph Beyene, Sarah D. McDonald

published 30 Jun 2021

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Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation

Naomi George, Edward Moseley, Rene Eber, Jennifer Siu, Mathew Samuel, Jonathan Yam, Kexin Huang, Leo Anthony Celi, Charlotta Lindvall

published 29 Jun 2021

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Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network

Maria Kalweit, Ulrich A. Walker, Axel Finckh, Rüdiger Müller, Gabriel Kalweit, Almut Scherer, Joschka Boedecker, Thomas Hügle

published 29 Jun 2021

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Hyperspectral band selection and modeling of soil organic matter content in a forest using the Ranger algorithm

Yuanyuan Shi, Junyu Zhao, Xianchong Song, Zuoyu Qin, Lichao Wu, Huili Wang, Jian Tang

published 28 Jun 2021

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Replication of machine learning methods to predict treatment outcome with antidepressant medications in patients with major depressive disorder from STAR*D and CAN-BIND-1

John-Jose Nunez, Teyden T. Nguyen, Yihan Zhou, Bo Cao, Raymond T. Ng, Jun Chen, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Susan Rotzinger, Claudio N. Soares, Rudolf Uher, Sidney H. Kennedy, Raymond W. Lam

published 28 Jun 2021

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Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model

Anca Loredana Udriștoiu, Irina Mihaela Cazacu, Lucian Gheorghe Gruionu, Gabriel Gruionu, Andreea Valentina Iacob, Daniela Elena Burtea, Bogdan Silviu Ungureanu, Mădălin Ionuț Costache, Alina Constantin, Carmen Florina Popescu, Ștefan Udriștoiu, Adrian Săftoiu

published 28 Jun 2021

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Estimating pulse wave velocity from the radial pressure wave using machine learning algorithms

Weiwei Jin, Philip Chowienczyk, Jordi Alastruey

published 28 Jun 2021

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Harnessing clinical annotations to improve deep learning performance in prostate segmentation

Karthik V. Sarma, Alex G. Raman, Nikhil J. Dhinagar, Alan M. Priester, Stephanie Harmon, Thomas Sanford, Sherif Mehralivand, Baris Turkbey, Leonard S. Marks, Steven S. Raman, William Speier, Corey W. Arnold

published 25 Jun 2021

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Predicting aptamer sequences that interact with target proteins using an aptamer-protein interaction classifier and a Monte Carlo tree search approach

Gwangho Lee, Gun Hyuk Jang, Ho Young Kang, Giltae Song

published 25 Jun 2021

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