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Machine learning

External evaluation of the Dynamic Criticality Index: A machine learning model to predict future need for ICU care in hospitalized pediatric patients

Anita K. Patel, Eduardo Trujillo-Rivera, James M. Chamberlain, Hiroki Morizono, Murray M. Pollack

published 29 Jan 2024

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Automatic classification of sleep stages using EEG signals and convolutional neural networks

Ihssan S. Masad, Amin Alqudah, Shoroq Qazan

published 26 Jan 2024

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Empirical study of college students’ extracurricular reading preference by functional data analysis of the library book borrowing behavior

Fan Zhang, Yuling Liu, Chao Song, Chun Yang, Shaoyong Hong

published 26 Jan 2024

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PO-YOLOv5: A defect detection model for solenoid connector based on YOLOv5

Ming Chen, Yuqing Liu, Xing Wei, Zichen Zhang, Oleg Gaidai, Hengshou Sui, Bin Li

published 26 Jan 2024

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Breaking news: Unveiling a new dataset for Portuguese news classification and comparative analysis of approaches

Klaifer Garcia, Pedro Shiguihara, Lilian Berton

published 26 Jan 2024

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Using slisemap to interpret physical data

Lauri Seppäläinen, Anton Björklund, Vitus Besel, Kai Puolamäki

published 25 Jan 2024

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In-hospital real-time prediction of COVID-19 severity regardless of disease phase using electronic health records

Hyungjun Park, Chang-Min Choi, Sung-Hoon Kim, Su Hwan Kim, Deog Kyoem Kim, Ji Bong Jeong

published 25 Jan 2024

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Detecting microsatellite instability in colorectal cancer using Transformer-based colonoscopy image classification and retrieval

Chung-Ming Lo, Jeng-Kai Jiang, Chun-Chi Lin

published 25 Jan 2024

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Swin-Transformer -YOLOv5 for lightweight hot-rolled steel strips surface defect detection algorithm

Qiuyan Wang, Haibing Dong, Haoyue Huang

published 25 Jan 2024

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Influence of geographical environment on retinol-binding protein reference values in Chinese men

Peng Wei, Miao Ge, Lei Zhang

published 24 Jan 2024

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A robust intrusion detection system based on a shallow learning model and feature extraction techniques

Chadia E. L. Asry, Ibtissam Benchaji, Samira Douzi, Bouabid E. L. Ouahidi

published 24 Jan 2024

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Machine learning-mediated Passiflora caerulea callogenesis optimization

Marziyeh Jafari, Mohammad Hosein Daneshvar

published 24 Jan 2024

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Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment

Martina Billichová, Lauren Joyce Coan, Silvester Czanner, Monika Kováčová, Fariba Sharifian, Gabriela Czanner

published 22 Jan 2024

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