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Machine learning

Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease

Andrew J. Steele, Spiros C. Denaxas, [ ... ], Nicholas M. Luscombe

A high-performance seizure detection algorithm based on Discrete Wavelet Transform (DWT) and EEG

Duo Chen, Suiren Wan, Jing Xiang, Forrest Sheng Bao

Hate speech detection and racial bias mitigation in social media based on BERT model

Marzieh Mozafari, Reza Farahbakhsh, Noël Crespi

Prediction of crime occurrence from multi-modal data using deep learning

Hyeon-Woo Kang, Hang-Bong Kang

A feature agnostic approach for glaucoma detection in OCT volumes

Stefan Maetschke, Bhavna Antony, [ ... ], Rahil Garnavi

Sequence Based Prediction of DNA-Binding Proteins Based on Hybrid Feature Selection Using Random Forest and Gaussian Naïve Bayes

Wangchao Lou, Xiaoqing Wang, [ ... ], Hua Zhang

Developing a benchmark for emotional analysis of music

Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani

"What is relevant in a text document?": An interpretable machine learning approach

Leila Arras, Franziska Horn, [ ... ], Wojciech Samek

Identification of Alfalfa Leaf Diseases Using Image Recognition Technology

Feng Qin, Dongxia Liu, [ ... ], Haiguang Wang

Predicting urinary tract infections in the emergency department with machine learning

R. Andrew Taylor, Christopher L. Moore, Kei-Hoi Cheung, Cynthia Brandt

Prediction of Ubiquitination Sites by Using the Composition of k-Spaced Amino Acid Pairs

Zhen Chen, Yong-Zi Chen, [ ... ], Ziding Zhang

Collective Emotions Online and Their Influence on Community Life

Anna Chmiel, Julian Sienkiewicz, [ ... ], Janusz A. Hołyst

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis

Yanping Xue, Rongguo Zhang, [ ... ], Tao Jiang

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