Issue 22/2023
Special Issue on Deep Learning and Big Data Analytics for medical e-diagnosis (pp.15961-16192)/ Regular papers (pp.16193-16688)
Content (43 Articles)
Special issue on deep learning and big data analytics for medical e-diagnosis/AI-based e-diagnosis
Simon Fong, Giancarlo Fortino, Dhanjoo Ghista, Francesco Piccialli
A convolution neural network approach for fall detection based on adaptive channel selection of UWB radar signals
Ping Wang, Qimeng Li, Peng Yin, Zhonghao Wang, Yu Ling, Raffaele Gravina, Ye Li
A deep learning based system for handwashing procedure evaluation
Antonio Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
A novel sample and feature dependent ensemble approach for Parkinson’s disease detection
Liaqat Ali, Chinmay Chakraborty, Zhiquan He, Wenming Cao, Yakubu Imrana, Joel J. P. C. Rodrigues
AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus
Xi Zhou, Qinghao Ye, Xiaolin Yang, Jiakun Chen, Haiqin Ma, Jun Xia, Javier Del Ser, Guang Yang
AI-driven rehabilitation and assistive robotic system with intelligent PID controller based on RBF neural networks
Wei Xiao, Kai Chen, Jiaming Fan, Yifan Hou, Weifei Kong, Guo Dan
Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images
Romany F. Mansour, José Escorcia-Gutierrez, Margarita Gamarra, Vicente García Díaz, Deepak Gupta, Sachin Kumar
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image
Haihua Zhu, Zheng Cao, Luya Lian, Guanchen Ye, Honghao Gao, Jian Wu
Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach
Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
Deep learning-based multidimensional feature fusion for classification of ECG arrhythmia
Jianfeng Cui, Lixin Wang, Xiangmin He, Victor Hugo C. De Albuquerque, Salman A. AlQahtani, Mohammad Mehedi Hassan
Establishment of a mindmap for medical e-Diagnosis as a service for graph-based learning and analytics
Sabah Mohammed, Jinan Fiaidhi
Improving sEMG-based motion intention recognition for upper-limb amputees using transfer learning
Jinghua Fan, Mingzhe Jiang, Chuang Lin, Gloria Li, Jinan Fiaidhi, Chenfei Ma, Wanqing Wu
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays
Ashis Paul, Arpan Basu, Mufti Mahmud, M. Shamim Kaiser, Ram Sarkar
Joint optic disc and cup segmentation based on multi-scale feature analysis and attention pyramid architecture for glaucoma screening
Guangmin Sun, Zhongxiang Zhang, Junjie Zhang, Meilong Zhu, Xiao-rong Zhu, Jin-Kui Yang, Yu Li
Multilevel depth-wise context attention network with atrous mechanism for segmentation of COVID19 affected regions
Abdul Qayyum, Mona Mazhar, Imran Razzak, Mohamed Reda Bouadjenek
Pima Indians diabetes mellitus classification based on machine learning (ML) algorithms
Victor Chang, Jozeene Bailey, Qianwen Ariel Xu, Zhili Sun
VIRFIM: an AI and Internet of Medical Things-driven framework for healthcare using smart sensors
Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Giuseppe D’Aniello
Breaking the traditional: a survey of algorithmic mechanism design applied to economic and complex environments
Qian Chen, Xuan Wang, Zoe Lin Jiang, Yulin Wu, Huale Li, Lei Cui, Xiaozhen Sun
Normal vibration distribution search-based differential evolution algorithm for multimodal biomedical image registration
Peng Gui, Fazhi He, Bingo Wing-Kuen Ling, Dengyi Zhang, Zongyuan Ge
Multi-objective deep reinforcement learning for crowd-aware robot navigation with dynamic human preference
Guangran Cheng, Yuanda Wang, Lu Dong, Wenzhe Cai, Changyin Sun
Polynomial and ANN models applied to the formation of gums in Brazilian ethanol–gasoline blends—impact of gasoline composition, ethanol concentration, storage temperature, and aging duration
José Eduardo S. P. Carvalho, Brunno F. Santos, Ana Rosa F. A. Martins, Sergio L. Braga, Renata N. C. Pradelle, Franck Turkovics, Béatrice Perrier, François Maire, Florian Pradelle
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis
Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, Lamjed Ben Said
Efficient multi-task learning with adaptive temporal structure for progression prediction
Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang
Employing machine learning techniques in monitoring autocorrelated profiles
Ali Yeganeh, Arne Johannssen, Nataliya Chukhrova, Saddam Akber Abbasi, Farhad Pourpanah
A dictionary learning algorithm for denoising polynomial phase signal based on neural networks
Guojian Ou, Sai Zou, Song Liu, Jianguo Tang
An adaptive variance vector-based evolutionary algorithm for large scale multi-objective optimization
Maoqing Zhang, Wuzhao Li, Hao Jin, Liang Zhang, Yashuang Mu, Lei Wang
Analysis of regional climate variables by using neural Granger causality
Shuo Shan, Yiye Wang, Xiangying Xie, Tao Fan, Yushun Xiao, Kanjian Zhang, Haikun Wei
CSiamese: a novel semi-supervised anomaly detection framework for gas turbines via reconstruction similarity
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
Early diagnosis and clinical score prediction of Parkinson's disease based on longitudinal neuroimaging data
Haijun Lei, Yukang Lei, Zihao Chen, Shiqi Li, Zhongwei Huang, Feng Zhou, Ee-Leng Tan, Xiaohua Xiao, Yi Lei, Huoyou Hu, Yaohui Huang, Chien-Hung Liu, Baiying Lei
Adaptive neural time-varying full-state constraints quantized consensus control for nonlinear multiagent networks systems without feasibility conditions
Ruolan Hao, Hongbin Wang, Wei Zheng
Quantized stabilization for delayed memristive neural networks
Zhilian Yan, Dandan Zuo, Tong Guo, Jianping Zhou
Environment modeling and localization from datasets of omnidirectional scenes using machine learning techniques
Sergio Cebollada, Luis Payá, Adrián Peidró, Walterio Mayol, Oscar Reinoso
Joint-product representation learning for domain generalization in classification and regression
Sentao Chen, Liang Chen
Novel fixed-time stability criteria of nonlinear systems and applications in fuzzy competitive neural network and Chua’s oscillator
Fangmin Ren, Xiaoping Wang, Zhigang Zeng
Query focused summarization via relevance distillation
Ye Yue, Yuanli Li, Jia-ao Zhan, Yang Gao
MADDPG-based joint optimization of task partitioning and computation resource allocation in mobile edge computing
Kun Lu, Rong-Da Li, Ming-Chu Li, Guo-Rui Xu
SimCPD: a simple framework for contrastive prompts of target-aspect-sentiment joint detection
Cai Ke, Qingyu Xiong, Chao Wu, Hualing Yi, Min Gao, Jie Chen
InvolutionGAN: lightweight GAN with involution for unsupervised image-to-image translation
Haipeng Deng, Qiuxia Wu, Han Huang, Xiaowei Yang, Zhiyong Wang
Spatially aligned sketch-based fine-grained 3D shape retrieval
Xu Chen, Zheng Zhong, Dongbo Zhou
MADM and assessment of pilot health projects based on spherical fuzzy information
Ibtisam Masmali, Ali Ahmad, Muhammad Azeem, Ali N. A. Koam
Actor-critic reinforcement learning leads decision-making in energy systems optimization—steam injection optimization
Ramez Abdalla, Wolfgang Hollstein, Carlos Paz Carvajal, Philip Jaeger
Estimating urban rail transit passenger inflow caused by special events occurrences fusing multi-source data
Wenbo Lu, Yong Zhang, Peikun Li, Ting Wang
RGRN: Relation-aware graph reasoning network for object detection
Jianjun Zhao, Jun Chu, Lu Leng, Chaolin Pan, Tao Jia