Ausgabe 4/2022
Special Issue on Deep Learning for Multimedia Healthcare
Inhalt (25 Artikel)
Special issue deep learning for multimedia healthcare
M. Shamim Hossain, Josu Bilbao, Diana P. Tobón, Ghulam Muhammad, Abdulmotaleb El Saddik
Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images
Solon Alves Peixoto, Aldísio G. Medeiros, Mohammad Mehedi Hassan, M. Ali Akber Dewan, Victor Hugo C. de Albuquerque, Pedro P. Rebouças Filho
A light-weight convolutional Neural Network Architecture for classification of COVID-19 chest X-Ray images
Mehedi Masud
Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images
K. Shankar, Eswaran Perumal, Prayag Tiwari, Mohammad Shorfuzzaman, Deepak Gupta
Fusion of AI techniques to tackle COVID-19 pandemic: models, incidence rates, and future trends
Het Shah, Saiyam Shah, Sudeep Tanwar, Rajesh Gupta, Neeraj Kumar
Classification of COVID-19 individuals using adaptive neuro-fuzzy inference system
Celestine Iwendi, Kainaat Mahboob, Zarnab Khalid, Abdul Rehman Javed, Muhammad Rizwan, Uttam Ghosh
Automatic segmentation of melanoma skin cancer using transfer learning and fine-tuning
Rafael Luz Araújo, Flávio H. D. de Araújo, Romuere R. V. e Silva
Applying deep learning-based multi-modal for detection of coronavirus
Geeta Rani, Meet Ganpatlal Oza, Vijaypal Singh Dhaka, Nitesh Pradhan, Sahil Verma, Joel J. P. C. Rodrigues
Deep learning on digital mammography for expert-level diagnosis accuracy in breast cancer detection
Jinrong Qu, Xuran Zhao, Peng Chen, Zhaoqi Wang, Zhenzhen Liu, Bailin Yang, Hailiang Li
AI inspired EEG-based spatial feature selection method using multivariate empirical mode decomposition for emotion classification
Muhammad Adeel Asghar, Muhammad Jamil Khan, Muhammad Rizwan, Mohammad Shorfuzzaman, Raja Majid Mehmood
Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus
Chandrashekhar Azad, Bharat Bhushan, Rohit Sharma, Achyut Shankar, Krishna Kant Singh, Aditya Khamparia
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection
Mohammad Shorfuzzaman
Multimodal biometric authentication based on deep fusion of electrocardiogram (ECG) and finger vein
Basma Abd El-Rahiem, Fathi E. Abd El-Samie, Mohamed Amin
Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities
Arshia Rehman, Saeeda Naz, Imran Razzak
Myocardial infarction detection based on deep neural network on imbalanced data
Mohamed Hammad, Monagi H. Alkinani, B. B. Gupta, Ahmed A. Abd El-Latif
A novel method for ECG signal classification via one-dimensional convolutional neural network
Xuan Hua, Jungang Han, Chen Zhao, Haipeng Tang, Zhuo He, Qinghui Chen, Shaojie Tang, Jinshan Tang, Weihua Zhou
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images
Vinayakumar Ravi, Harini Narasimhan, Chinmay Chakraborty, Tuan D. Pham
DL-CNN-based approach with image processing techniques for diagnosis of retinal diseases
Akash Tayal, Jivansha Gupta, Arun Solanki, Khyati Bisht, Anand Nayyar, Mehedi Masud
Self-assessment and deep learning-based coronavirus detection and medical diagnosis systems for healthcare
Kashif Naseer Qureshi, Adi Alhudhaif, Moazam Ali, Maria Ahmed Qureshi, Gwanggil Jeon
Intelligent multimodal medical image fusion with deep guided filtering
B. Rajalingam, Fadi Al-Turjman, R. Santhoshkumar, M. Rajesh
Deep learning in multimedia healthcare applications: a review
Diana P. Tobón V, M. Shamim Hossain, Ghulam Muhammad, Josu Bilbao, Abdulmotaleb El Saddik
Predicting skeleton trajectories using a Skeleton-Transformer for video anomaly detection
Wenfeng Pang, Qianhua He, Yanxiong Li
A deep learning-based framework for detecting COVID-19 patients using chest X-rays
Sohaib Asif, Ming Zhao, Fengxiao Tang, Yusen Zhu
From coarse to fine: multi-level feature fusion network for fine-grained image retrieval
Shijie Wang, Zhihui Wang, Ning Wang, Hong Wang, Haojie Li
Spatial–temporal correlations learning and action-background jointed attention for weakly-supervised temporal action localization
Huifen Xia, Yongzhao Zhan, Keyang Cheng