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Machine learning

Undersampling bankruptcy prediction: Taiwan bankruptcy data

Haoming Wang, Xiangdong Liu

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

Hazlee Azil Illias, Ming Ming Lim, [ ... ], Mohd Dzaki Mohd Amir

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

Ronrick Da-ano, François Lucia, [ ... ], Mathieu Hatt

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

V. C. Parro, M. L. M. Lafetá, [ ... ], T. N. Toporcov

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

Reza Arabi Belaghi, Joseph Beyene, Sarah D. McDonald

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

Naomi George, Edward Moseley, [ ... ], Charlotta Lindvall

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

Maria Kalweit, Ulrich A. Walker, [ ... ], Thomas Hügle

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

Yuanyuan Shi, Junyu Zhao, [ ... ], Jian Tang

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, [ ... ], Raymond W. Lam

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, [ ... ], Adrian Săftoiu

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

Weiwei Jin, Philip Chowienczyk, Jordi Alastruey

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

Karthik V. Sarma, Alex G. Raman, [ ... ], Corey W. Arnold

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

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