Issue 20/2023
Special Issue on Machine Learning for Big Data Analytics in Smart Healthcare Systems (pp. 14469- 14737 )/Regular Papers (14739- 15259)
Content (43 Articles)
Topical collection on machine learning for big data analytics in smart healthcare systems
Mian Ahmad Jan, Houbing Song, Fazlullah Khan, Ateeq Ur Rehman, Lie-Liang Yang
Identification and classification of pneumonia disease using a deep learning-based intelligent computational framework
Rong Yi, Lanying Tang, Yuqiu Tian, Jie Liu, Zhihui Wu
A hybrid machine learning approach for hypertension risk prediction
Min Fang, Yingru Chen, Rui Xue, Huihui Wang, Nilesh Chakraborty, Ting Su, Yuyan Dai
Automated methods for diagnosis of Parkinson’s disease and predicting severity level
Zainab Ayaz, Saeeda Naz, Naila Habib Khan, Imran Razzak, Muhammad Imran
Segmentation of ultrasound image sequences by combing a novel deep siamese network with a deformable contour model
Bo Ni, Zhiyuan Liu, Xiantao Cai, Michele Nappi, Shaohua Wan
A machine learning-enabled intelligent application for public health and safety
Zhang Yong, Zhang Xiaoming, Mohammad Dahman Alshehri
Internet of things-enabled real-time health monitoring system using deep learning
Xingdong Wu, Chao Liu, Lijun Wang, Muhammad Bilal
An improved deep learning mechanism for EEG recognition in sports health informatics
Tong Zhao, Jingyi Zhang, Zuocan Wang, Ryan Alturki
AI-enabled radiologist in the loop: novel AI-based framework to augment radiologist performance for COVID-19 chest CT medical image annotation and classification from pneumonia
Hemant Ghayvat, Muhammad Awais, A. K. Bashir, Sharnil Pandya, Mohd Zuhair, Mamoon Rashid, Jamel Nebhen
Deep neural network correlation learning mechanism for CT brain tumor detection
Marcin Woźniak, Jakub Siłka, Michał Wieczorek
Analysis and design of dual-feature fusion neural network for sports injury estimation model
Linsheng Meng, Endong Qiao
Arrhythmia diagnosis of young martial arts athletes based on deep learning for smart medical care
Jing Zhuang, Jianli Sun, Guoliang Yuan
Aggregated decentralized down-sampling-based ResNet for smart healthcare systems
Zhiwen Jiang, Ziji Ma, Yaonan Wang, Xun Shao, Keping Yu, Alireza Jolfaei
Deep learning-enabled block scrambling algorithm for securing telemedicine data of table tennis players
Bo Yang, Bojin Cheng, Yixuan Liu, Lijun Wang
Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review
Hamdi Altaheri, Ghulam Muhammad, Mansour Alsulaiman, Syed Umar Amin, Ghadir Ali Altuwaijri, Wadood Abdul, Mohamed A. Bencherif, Mohammed Faisal
An intelligent heart disease prediction system based on swarm-artificial neural network
Sudarshan Nandy, Mainak Adhikari, Venki Balasubramanian, Varun G. Menon, Xingwang Li, Muhammad Zakarya
Computer-aided methods for combating Covid-19 in prevention, detection, and service provision approaches
Bahareh Rezazadeh, Parvaneh Asghari, Amir Masoud Rahmani
Deformable registration of multimodal retinal images using a weakly supervised deep learning approach
Javier Martínez-Río, Enrique J. Carmona, Daniel Cancelas, Jorge Novo, Marcos Ortega
GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation
Ahmed Elbeltagi, Akram Seifi, Mohammad Ehteram, Bilel Zerouali, Dinesh Kumar Vishwakarma, Kusum Pandey
Color constancy for non-uniform illumination estimation with variable number of illuminants
Ilija Domislović, Donik Vršnjak, Marko Subašić, Sven Lončarić
A new hand-modeled learning framework for driving fatigue detection using EEG signals
Sengul Dogan, Ilknur Tuncer, Mehmet Baygin, Turker Tuncer
A lightweight convolutional neural network for disease detection of fruit leaves
Pragya Hari, Maheshwari Prasad Singh
A graph-based superframework for mixture model estimation using EM: an analysis of US wholesale electricity markets
Carlo Mari, Cristiano Baldassari
Fuzzy adaptive event-triggered output feedback control of electro-hydraulic system
Chenyang Jiang, Shao-cheng Tong, Wei Dai
Multi-output incremental back-propagation
Rachana Chaudhari, Dhwani Agarwal, Kritika Ravishankar, Nikita Masand, Vijay K. Sambhe, Sandeep S. Udmale
Text classification on heterogeneous information network via enhanced GCN and knowledge
Hui Li, Yan Yan, Shuo Wang, Juan Liu, Yunpeng Cui
Understanding the influence of news on society decision making: application to economic policy uncertainty
Paul Trust, Ahmed Zahran, Rosane Minghim
Joint multi-view character embedding model for named entity recognition of Chinese car reviews
Jiaming Ding, Wenping Xu, Anning Wang, Shuangyao Zhao, Qiang Zhang
An automatic improved facial expression recognition for masked faces
Yasmeen ELsayed, Ashraf ELSayed, Mohamed A. Abdou
Multi-objective chaos game optimization
Nima Khodadadi, Laith Abualigah, Qasem Al-Tashi, Seyedali Mirjalili
A contrastive knowledge graph embedding model with hierarchical attention and dynamic completion
Bin Shang, Yinliang Zhao, Jun Liu, Yifan Liu, Chenxin Wang
CoConGAN: Cooperative contrastive learning for few-shot cross-domain heterogeneous face translation
Yinghui Zhang, Wansong Hu, Bo Sun, Jun He, Lejun Yu
McH-HGCN: multi-curvature hyperbolic heterogeneous graph convolutional network with type triplets
Yanxi Liu, Bo Lang
Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems
Marwa M. Emam, Hoda Abd El-Sattar, Essam H. Houssein, Salah Kamel
Boundary-guided context-aware network for camouflaged object detection
Jin Xiao, Tianyou Chen, Xiaoguang Hu, Guofeng Zhang, Shaojie Wang
Scarce data driven deep learning of drones via generalized data distribution space
Chen Li, Schyler C. Sun, Zhuangkun Wei, Antonios Tsourdos, Weisi Guo
Agricultural commodity price prediction model: a machine learning framework
Manas Kumar Mohanty, Parag Kumar Guha Thakurta, Samarjit Kar
Robust face alignment via adaptive attention-based graph convolutional network
Jingyan Fan, Jiuzhen Liang, Hao Liu, Zhan Huan, Zhenjie Hou
A new NEST-IGWO strategy for determining optimal IGWO control parameters
Asmaa H. Rabie, Ali M. Eltamaly
Multi-spatial information joint guidance evolutionary algorithm for dynamic multi-objective optimization with a changing number of objectives
Xuemin Ma, Hao Sun, Ziyu Hu, Lixin Wei, Jingming Yang
Intelligent IDS in wireless sensor networks using deep fuzzy convolutional neural network
Shalini Subramani, M. Selvi
Multi-weighted graph 3D convolution network for traffic prediction
Yuqing Liu, Chen Wang, Sixuan Xu, Wei Zhou, Yuzhi Chen
On the optimal design of low sidelobe level linear antenna arrays using a class of evolutionary algorithms
Ayman Z. Al-Badawi, Nihad I. Dib, Mostafa Z. Ali