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Artificial intelligence

Network-based features enable prediction of essential genes across diverse organisms

Karthik Azhagesan, Balaraman Ravindran, Karthik Raman

P_VggNet: A convolutional neural network (CNN) with pixel-based attention map

Kunhua Liu, Peisi Zhong, [ ... ], Mei Liu

Computerization and the future of primary care: A survey of general practitioners in the UK

Charlotte Blease, Michael H. Bernstein, [ ... ], Catherine M. DesRoches

Identifying disease genes using machine learning and gene functional similarities, assessed through Gene Ontology

Muhammad Asif, Hugo F. M. C. M. Martiniano, Astrid M. Vicente, Francisco M. Couto

Nonnegative/Binary matrix factorization with a D-Wave quantum annealer

Daniel O’Malley, Velimir V. Vesselinov, Boian S. Alexandrov, Ludmil B. Alexandrov

Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

Poincaré plot analysis of cerebral blood flow signals: Feature extraction and classification methods for apnea detection

Carmen González, Erik W. Jensen, Pedro L. Gambús, Montserrat Vallverdú

Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Fernando Vaquerizo-Villar, Daniel Álvarez, [ ... ], Roberto Hornero

Improving the calling of non-invasive prenatal testing on 13-/18-/21-trisomy by support vector machine discrimination

Jianfeng Yang, Xiaofan Ding, Weidong Zhu

Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

Leonardo Seidi Shigueoka, José Paulo Cabral de Vasconcellos, [ ... ], Vital Paulino Costa

Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments

Li Wang, Qingrui Chang, [ ... ], Fenling Li

Automatic classification of pediatric pneumonia based on lung ultrasound pattern recognition

Malena Correa, Mirko Zimic, [ ... ], Richard Oberhelman

Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models

Fulvia Ceccarelli, Marco Sciandrone, [ ... ], Fabrizio Conti

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