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Machine learning

Developing a machine learning model to predict patient need for computed tomography imaging in the emergency department

Amirmohammad Shahbandegan, Vijay Mago, Amer Alaref, Christian B. van der Pol, David W. Savage

published 15 Dec 2022

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clusTransition: An R package for monitoring transition in cluster solutions of temporal datasets

Muhammad Atif, Friedrich Leisch

published 15 Dec 2022

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Accurate and lightweight MRI super-resolution via multi-scale bidirectional fusion attention network

Ling Xu, Guanyao Li, Qiaochuan Chen

published 15 Dec 2022

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Physician preference for receiving machine learning predictive results: A cross-sectional multicentric study

Roberta Moreira Wichmann, Thales Pardini Fagundes, Tiago Almeida de Oliveira, André Filipe de Moraes Batista, Alexandre Dias Porto Chiavegatto Filho

published 14 Dec 2022

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JACLNet:Application of adaptive code length network in JavaScript malicious code detection

Zhining Zhang, Liang Wan, Kun Chu, Shusheng Li, Haodong Wei, Lu Tang

published 14 Dec 2022

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Predicting adverse drug effects: A heterogeneous graph convolution network with a multi-layer perceptron approach

Y.-H. Chen, Y.-T. Shih, C.-S. Chien, C.-S. Tsai

published 14 Dec 2022

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Multi-layer perceptron classification & quantification of neuronal survival in hypoxic-ischemic brain image slices using a novel gradient direction, grey level co-occurrence matrix image training

Saheli Bhattacharya, Laura Bennet, Joanne O. Davidson, Charles P. Unsworth

published 13 Dec 2022

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Stock index trend prediction based on TabNet feature selection and long short-term memory

Xiaolu Wei, Hongbing Ouyang, Muyan Liu

published 13 Dec 2022

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Machine learning models exploring characteristic single-nucleotide signatures in yellow fever virus

Álvaro Salgado, Raquel C. de Melo-Minardi, Marta Giovanetti, Adriano Veloso, Francielly Morais-Rodrigues, Talita Adelino, Ronaldo de Jesus, Stephane Tosta, Vasco Azevedo, José Lourenco, Luiz Carlos J. Alcantara

published 12 Dec 2022

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In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm

Sazzli Kasim, Sorayya Malek, Cheen Song, Wan Azman Wan Ahmad, Alan Fong, Khairul Shafiq Ibrahim, Muhammad Shahreeza Safiruz, Firdaus Aziz, Jia Hui Hiew, Nurulain Ibrahim

published 12 Dec 2022

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Intelligence against complexity: Machine learning for nonuniform temperature-field measurements through laser absorption

Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis

published 12 Dec 2022

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On the combination of adaptive neuro-fuzzy inference system and deep residual network for improving detection rates on intrusion detection

Jia Liu, Wang Yinchai, Teh Chee Siong, Xinjin Li, Liping Zhao, Fengrui Wei

published 12 Dec 2022

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Algorithmic identification of atypical diabetes in electronic health record (EHR) systems

Sara J. Cromer, Victoria Chen, Christopher Han, William Marshall, Shekina Emongo, Evelyn Greaux, Tim Majarian, Jose C. Florez, Josep Mercader, Miriam S. Udler

published 12 Dec 2022

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