Securing AI‐based healthcare systems using blockchain technology: A state‐of‐the‐art systematic literature review and future research directions

Blockchain for Healthcare Management Systems: A Survey on Interoperability and Security

(2023) Edgar R. Dulce Villarreal et al.   IEEE Access

Blockchain with deep learning-enabled secure healthcare data transmission and diagnostic model

(2022) S. Neelakandan et al.   International Journal of Modeling Simulation and Scientific Computing

A detailed review of contrast-enhanced fluorescence magnetic resonance imaging techniques for earlier prediction and easy detection of COVID-19

(2022) T. Lurthu Pushparaj et al.   Computer Methods in Biomechanics and Biomedical Engineering-Imaging and Visualization

Performance analysis of a private blockchain network built on Hyperledger Fabric for healthcare

(2022) Ghassan Al-Sumaidaee et al.   INFORMATION PROCESSING & MANAGEMENT

PSO–Blockchain-based image steganography: towards a new method to secure updating and sharing COVID-19 data in decentralised hospitals intelligence architecture

(2021) A. H. Mohsin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Blockchain and smart contract for access control in healthcare: A survey, issues and challenges, and open issues

(2021) Mehdi Sookhak et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Artificial intelligence‐powered decentralized framework for Internet of Things in Healthcare 4.0

(2021) Vikram Puri et al.   Transactions on Emerging Telecommunications Technologies

Smart healthcare system-a brain-like computing approach for analyzing the performance of detectron2 and PoseNet models for anomalous action detection in aged people with movement impairments

(2021) R. Divya et al.   Complex & Intelligent Systems

Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease

(2021) Arpan Srivastava et al.   PeerJ Computer Science

The role of blockchain technology in telehealth and telemedicine

(2021) Raja Wasim Ahmad et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images

(2021) Xiaocong Chen et al.   PATTERN RECOGNITION

Visual SLAM for robot navigation in healthcare facility

(2021) Baofu Fang et al.   PATTERN RECOGNITION

Real-World Verification of Artificial Intelligence Algorithm-Assisted Auscultation of Breath Sounds in Children

(2021) Jing Zhang et al.   Frontiers in Pediatrics

Vulnerability retrospection of security solutions for software-defined Cyber–Physical System against DDoS and IoT-DDoS attacks

(2021) Manish Snehi et al.   Computer Science Review

Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging

(2021) Rajesh Kumar et al.   IEEE SENSORS JOURNAL

Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model

(2021) Gia Nhu Nguyen et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Improving the Robustness of AI-Based Malware Detection Using Adversarial Machine Learning

(2021) Shruti Patil et al.   Algorithms

Blockchain platform for industrial healthcare: Vision and future opportunities

(2020) Ahmed Farouk et al.   COMPUTER COMMUNICATIONS

Evolving Role and Future Directions of Natural Language Processing in Gastroenterology

(2020) Fredy Nehme et al.   DIGESTIVE DISEASES AND SCIENCES

Adversarial Attacks and Defenses in Deep Learning

(2020) Kui Ren et al.   Engineering

Development of an artificial intelligence-based assessment model for prediction of embryo viability using static images captured by optical light microscopy during IVF

(2020) M VerMilyea et al.   HUMAN REPRODUCTION

Understanding adversarial attacks on deep learning based medical image analysis systems

(2020) Xingjun Ma et al.   PATTERN RECOGNITION

Artificial Neural Network Blockchain Techniques for Healthcare System: Focusing on the Personal Health Records

(2020) Seong-Kyu Kim et al.   Electronics

Overcoming Alzheimer’s Disease Stigma by Leveraging Artificial Intelligence and Blockchain Technologies

(2020) Alexander Pilozzi et al.   Brain Sciences

Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis

(2020) Md Mohaimenul Islam et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Artificial intelligence in ophthalmology during COVID-19 and in the post COVID-19 era

(2020) Joelle A. Hallak et al.   CURRENT OPINION IN OPHTHALMOLOGY

Explainable AI and Mass Surveillance System-Based Healthcare Framework to Combat COVID-I9 Like Pandemics

(2020) M. Shamim Hossain et al.   IEEE NETWORK

Applications of blockchain in ensuring the security and privacy of electronic health record systems: A survey

(2020) Shuyun Shi et al.   COMPUTERS & SECURITY

Screening for obstructive sleep apnea with novel hybrid acoustic smartphone app technology

(2020) Roxana Tiron et al.   Journal of Thoracic Disease

Artificial intelligence in pulmonary medicine: computer vision, predictive model and COVID-19

(2020) Danai Khemasuwan et al.   European Respiratory Review

Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes

(2020) Jiancheng Ye et al.   BMC Medical Informatics and Decision Making

An Integration of blockchain and AI for secure data sharing and detection of CT images for the hospitals

(2020) Rajesh Kumar et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Utilizing QR codes to verify the visual fidelity of image datasets for machine learning

(2020) Yang-Wai Chow et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A novel quantum blockchain scheme base on quantum entanglement and DPoS

(2020) Yu-Long Gao et al.   Quantum Information Processing

Artificial intelligence and multi agent based distributed ledger system for better privacy and security of electronic healthcare records

(2020) Fahad F. Alruwaili   PeerJ Computer Science

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

(2020) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Translating cancer genomics into precision medicine with artificial intelligence: applications, challenges and future perspectives

(2019) Jia Xu et al.   HUMAN GENETICS

Practical implementation of artificial intelligence algorithms in pulmonary auscultation examination

(2019) Tomasz Grzywalski et al.   EUROPEAN JOURNAL OF PEDIATRICS

Computer vision based working environment monitoring to analyze Generalized Anxiety Disorder (GAD)

(2019) Ankush Manocha et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Blockchain Technology in Healthcare: A Comprehensive Review and Directions for Future Research

(2019) Seyednima Khezr et al.   Applied Sciences-Basel

A Systematic Review for Enabling of Develop a Blockchain Technology in Healthcare Application: Taxonomy, Substantially Analysis, Motivations, Challenges, Recommendations and Future Direction

(2019) H. M. Hussien et al.   JOURNAL OF MEDICAL SYSTEMS

A blockchain-based fog computing framework for activity recognition as an application to e-Healthcare services

(2019) Naveed Islam et al.   Future Generation Computer Systems-The International Journal of eScience

Building an Otoscopic screening prototype tool using deep learning

(2019) Devon Livingstone et al.   Journal of Otolaryngology-Head & Neck Surgery

Automatic Construction of Chinese Herbal Prescriptions From Tongue Images Using CNNs and Auxiliary Latent Therapy Topics

(2019) Yang Hu et al.   IEEE Transactions on Cybernetics

Handling adversarial concept drift in streaming data

(2018) Tegjyot Singh Sethi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Healthcare Blockchain System Using Smart Contracts for Secure Automated Remote Patient Monitoring

(2018) Kristen N. Griggs et al.   JOURNAL OF MEDICAL SYSTEMS

Diagnostic outcomes of esophageal cancer by artificial intelligence using convolutional neural networks

(2018) Yoshimasa Horie et al.   GASTROINTESTINAL ENDOSCOPY

Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study

(2018) Sasank Chilamkurthy et al.   LANCET

Hybrid Blockchain and Internet-of-Things Network for Underground Structure Health Monitoring

(2018) Byung Jo et al.   SENSORS

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare

(2017) Polina Mamoshina et al.   Oncotarget

Building a Natural Language Processing Tool to Identify Patients With High Clinical Suspicion for Kawasaki Disease from Emergency Department Notes

(2016) Son Doan et al.   ACADEMIC EMERGENCY MEDICINE

Natural Language Processing in Radiology: A Systematic Review

(2016) Ewoud Pons et al.   RADIOLOGY

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Sentiment Measured in Hospital Discharge Notes Is Associated with Readmission and Mortality Risk: An Electronic Health Record Study

(2015) Thomas H. McCoy et al.   PLoS One