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Machine learning

A multi-view convolutional neural network method combining attention mechanism for diagnosing autism spectrum disorder

Mingzhi Wang, Zhiqiang Ma, Yongjie Wang, Jing Liu, Jifeng Guo

published 08 Dec 2023

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Research on customer churn prediction and model interpretability analysis

Ke Peng, Yan Peng, Wenguang Li

published 08 Dec 2023

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Automated, high-throughput quantification of EGFP-expressing neutrophils in zebrafish by machine learning and a highly-parallelized microscope

John Efromson, Giuliano Ferrero, Aurélien Bègue, Thomas Jedidiah Jenks Doman, Clay Dugo, Andi Barker, Veton Saliu, Paul Reamey, Kanghyun Kim, Mark Harfouche, Jeffrey A. Yoder

published 07 Dec 2023

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Predicting asthma using imbalanced data modeling techniques: Evidence from 2019 Michigan BRFSS data

Nirajan Budhathoki, Ramesh Bhandari, Suraj Bashyal, Carl Lee

published 07 Dec 2023

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Increased interpretation of deep learning models using hierarchical cluster-based modelling

Elise Lunde Gjelsvik, Kristin Tøndel

published 07 Dec 2023

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CFM-YOLOv5:CFPNet moudle and muti-target prediction head incorporating YOLOv5 for metal surface defect detection

Yuntao Xu, Peigang Jiao, Jiaqi LIU

published 07 Dec 2023

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Deep learning hybrid model for analyzing and predicting the impact of imported malaria cases from Africa on the rise of Plasmodium falciparum in China before and during the COVID-19 pandemic

Eric Kamana, Jijun Zhao

published 06 Dec 2023

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Detection of surface defect on flexible printed circuit via guided box improvement in GA-Faster-RCNN network

Xiaole Shen, Yunlong Xing, Jinhui Lu, Fei Yu

published 05 Dec 2023

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Identification of potential immune-related hub genes in Parkinson’s disease based on machine learning and development and validation of a diagnostic classification model

Guanghao Xin, Jingyan Niu, Qinghua Tian, Yanchi Fu, Lixia Chen, Tingting Yi, Kuo Tian, Xuesong Sun, Na Wang, Jianjian Wang, Huixue Zhang, Lihua Wang

published 05 Dec 2023

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Quantifying the effects of vagus nerve stimulation on gastric myoelectric activity in ferrets using an interpretable machine learning approach

Mahmoud Zeydabadinezhad, Charles C. Horn, Babak Mahmoudi

published 01 Dec 2023

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Investigation on the fault monitoring of high-voltage circuit breaker using improved deep learning

Hao Chen, Chenlei Han, Yucheng Zhang, Zhaoxing Ma, Haihua Zhang, Zhengxi Yuan

published 01 Dec 2023

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Chronic kidney disease prediction using boosting techniques based on clinical parameters

Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Saurav Mallik, Zhongming Zhao

published 01 Dec 2023

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FakeStack: Hierarchical Tri-BERT-CNN-LSTM stacked model for effective fake news detection

Ashfia Jannat Keya, Hasibul Hossain Shajeeb, Md. Saifur Rahman, M. F. Mridha

published 01 Dec 2023

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