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Secure Healthcare Model Using Multi-Step Deep Q Learning Network in Internet of Things

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

1 of the 36 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1007/s10916-018-1045-z (notice 2022-05-12).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10916-018-1045-zopenalex-snapshot
RETRACTED ARTICLE: Maintaining Security and Privacy in Health Care System Using Learning Based Deep-Q-Networks
inferredcites →https://doi.org/10.1007/s11042-018-6801-zopenalex-snapshot
Enhancing speed of SIMON: A light-weight-cryptographic algorithm for IoT applications
inferredcites →https://doi.org/10.1007/s11042-019-07760-5openalex-snapshot
RETRACTED ARTICLE: Optimal users based secure data transmission on the internet of healthcare things (IoHT) with lightweight block ciphers
inferredcites →https://doi.org/10.1007/s11042-019-07835-3openalex-snapshot
A hybrid framework for multimedia data processing in IoT-healthcare using blockchain technology
inferredcites →https://doi.org/10.1007/s11227-015-1489-6openalex-snapshot
Adaptive Internet of Things and Web of Things convergence platform for Internet of reality services
inferredcites →https://doi.org/10.1007/s11276-018-01931-2openalex-snapshot
Implementing IoT/WSN based smart Saskatchewan Healthcare System
inferredcites →https://doi.org/10.1007/s11276-018-01932-1openalex-snapshot
Smart integrated IoT healthcare system for cancer care
inferredcites →https://doi.org/10.1007/s12652-017-0520-6openalex-snapshot
Cloud-centric IoT based student healthcare monitoring framework
inferredcites →https://doi.org/10.1007/s40860-018-0062-5openalex-snapshot
Multi-factor user authentication scheme for IoT-based healthcare services
inferredcites →https://doi.org/10.1007/s40998-018-0146-5openalex-snapshot
A Lightweight User Authentication Scheme for Cloud-IoT Based Healthcare Services
inferredcites →https://doi.org/10.1016/j.future.2017.10.045openalex-snapshot
A new architecture of Internet of Things and big data ecosystem for secured smart healthcare monitoring and alerting system
inferredcites →https://doi.org/10.1016/j.isatra.2021.07.005openalex-snapshot
Effective multi-sensor data fusion for chatter detection in milling process
inferredcites →https://doi.org/10.1016/j.jisa.2019.02.003openalex-snapshot
Secure mutual authentication and automated access control for IoT smart home using cumulative Keyed-hash chain
inferredcites →https://doi.org/10.1016/j.jnca.2016.11.017openalex-snapshot
Lightweight distributed secure data management system for health internet of things
inferredcites →https://doi.org/10.1016/j.measurement.2021.109962openalex-snapshot
Effective feature selection with fuzzy entropy and similarity classifier for chatter vibration diagnosis
inferredcites →https://doi.org/10.1016/j.measurement.2021.110686openalex-snapshot
Effective IoT-based deep learning platform for online fault diagnosis of power transformers against cyberattacks and data uncertainties
inferredcites →https://doi.org/10.1109/access.2016.2638038openalex-snapshot
A Secure IoT-Based Healthcare System With Body Sensor Networks
inferredcites →https://doi.org/10.1109/access.2018.2795478openalex-snapshot
SBPG: Secure Better Portable Graphics for Trustworthy Media Communications in the IoT
inferredcites →https://doi.org/10.1109/access.2019.2899323openalex-snapshot
Secure Edge of Things for Smart Healthcare Surveillance Framework
inferredcites →https://doi.org/10.1109/access.2019.2935797openalex-snapshot
A Secure Trust-Based Key Distribution With Self-Healing for Internet of Things
inferredcites →https://doi.org/10.1109/access.2019.2941575openalex-snapshot
An Authentic-Based Privacy Preservation Protocol for Smart e-Healthcare Systems in IoT
inferredcites →https://doi.org/10.1109/access.2021.3083499openalex-snapshot
Towards Secured Online Monitoring for Digitalized GIS Against Cyber-Attacks Based on IoT and Machine Learning
inferredcites →https://doi.org/10.1109/access.2021.3105297openalex-snapshot
Experimental Setup for Online Fault Diagnosis of Induction Machines via Promising IoT and Machine Learning: Towards Industry 4.0 Empowerment
inferredcites →https://doi.org/10.1109/jsen.2015.2502401openalex-snapshot
BSN-Care: A Secure IoT-Based Modern Healthcare System Using Body Sensor Network
inferredcites →https://doi.org/10.3390/electronics11010157openalex-snapshot
Deep Q-Learning-Based Neural Network with Privacy Preservation Method for Secure Data Transmission in Internet of Things (IoT) Healthcare Application
inferredcites →https://doi.org/10.3390/electronics11101604openalex-snapshot
A Review on Deep Learning Techniques for IoT Data
inferredcites →https://doi.org/10.3390/electronics11244137openalex-snapshot
An IoT-Based Framework and Ensemble Optimized Deep Maxout Network Model for Breast Cancer Classification
inferredcites →https://doi.org/10.3390/electronics12204316openalex-snapshot
A Novel Approach for Improving the Security of IoT–Medical Data Systems Using an Enhanced Dynamic Bayesian Network
inferredcites →https://doi.org/10.3390/electronics12224586openalex-snapshot
A Bibliometrics Analysis of Medical Internet of Things for Modern Healthcare
inferredcites →https://doi.org/10.3390/electronics12224676openalex-snapshot
Q-Learning and Efficient Low-Quantity Charge Method for Nodes to Extend the Lifetime of Wireless Sensor Networks
inferredcites →https://doi.org/10.3390/fi15120386openalex-snapshot
Lightweight Privacy-Preserving Remote User Authentication and Key Agreement Protocol for Next-Generation IoT-Based Smart Healthcare
inferredcites →https://doi.org/10.3390/info14070379openalex-snapshot
A Practical Hybrid IoT Architecture with Deep Learning Technique for Healthcare and Security Applications
inferredcites →https://doi.org/10.3390/math11122758openalex-snapshot
An IoT-Based Framework for Personalized Health Assessment and Recommendations Using Machine Learning
inferredcites →https://doi.org/10.3390/s21248467openalex-snapshot
Development of an IoT Architecture Based on a Deep Neural Network against Cyber Attacks for Automated Guided Vehicles
inferredcites →https://doi.org/10.3390/s23062932openalex-snapshot
A Novel IoT-Enabled Healthcare Monitoring Framework and Improved Grey Wolf Optimization Algorithm-Based Deep Convolution Neural Network Model for Early Diagnosis of Lung Cancer
inferredcites →https://doi.org/10.3390/su15065457openalex-snapshot
Machine Learning Based Healthcare Service Dissemination Using Social Internet of Things and Cloud Architecture in Smart Cities

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11036-024-02364-2openalex-snapshot
Optimizing the Impact of Musical Education on Mental Health of Students using Q-Learning
inferred← citeshttps://doi.org/10.1007/s11036-024-02375-zopenalex-snapshot
A Q-Learning Approach for Optimizing the Impact of Musical Education Using Virtual Reality and Social Robots
inferred← citeshttps://doi.org/10.1007/s11036-024-02394-wopenalex-snapshot
An IoT-based Smart Healthcare integrated solution for Basketball using Q-Learning Algorithm
inferred← citeshttps://doi.org/10.1007/s13278-026-01578-4openalex-snapshot
Robust DDoS detection based on adversarial trained graph neural networks with proximal optimization
inferred← citeshttps://doi.org/10.1038/s41598-025-15464-0openalex-snapshot
Deep learning with leagues championship algorithm based intrusion detection on cybersecurity driven industrial IoT systems
inferred← citeshttps://doi.org/10.1080/01969722.2026.2687573openalex-snapshot
Optimal Key-Aided Elliptic Galois Encryption for Secured Data Transmission in IoT With Adaptive and Sparse Attention-Based Dense Bi-GRU to Predict the Diseases in Healthcare Sector
inferred← citeshttps://doi.org/10.1109/acoit66109.2025.11437378openalex-snapshot
Advancements in Cardiovascular Disease Prediction: Integrating Deep Learning and Blockchain for Secure and Accurate Healthcare Solutions
inferred← citeshttps://doi.org/10.1109/codit66093.2025.11321598openalex-snapshot
Leveraging Machine Learning and Optimization in Home Health Care: Emerging Trends and Future Opportunities
inferred← citeshttps://doi.org/10.1109/gcat66372.2025.11368352openalex-snapshot
Adaptive Anomaly Detection in IoT-Connected Healthcare Wearables Using a Combined Random Forest and K-Means Model
inferred← citeshttps://doi.org/10.1109/gseact68539.2026.11620283openalex-snapshot
A Secure and Scalable Digital Healthcare System Based on Blockchain Telemedicine Architecture
inferred← citeshttps://doi.org/10.1109/icriset64803.2025.11251583openalex-snapshot
G-SAE: A Hybrid Autoencoder–Blockchain Framework for Intrusion-Aware Secure IoT Healthcare Data Transmission
inferred← citeshttps://doi.org/10.1109/tce.2025.3605098openalex-snapshot
DDoS Attack Detection in Consumer IoT-Based Healthcare Systems Using Improved Off-Policy Proximal Policy Optimization and Generative Adversarial Network
inferred← citeshttps://doi.org/10.32604/cmc.2025.066306openalex-snapshot
A Comprehensive Survey of Deep Learning for Authentication in Vehicular Communication
inferred← citeshttps://doi.org/10.3390/biomimetics9060307openalex-snapshot
Enhancing the Efficiency of a Cybersecurity Operations Center Using Biomimetic Algorithms Empowered by Deep Q-Learning
inferred← citeshttps://doi.org/10.3390/sci8010013openalex-snapshot
A Blockchain-Based Framework for Secure Healthcare Data Transfer and Disease Diagnosis Using FHM C-Means and LCK-CMS Neural Network
inferred← citeshttps://doi.org/10.4018/979-8-3373-3311-3.ch012openalex-snapshot
Optimizing Personalized Treatment Decisions Using Deep Q-Networks in Reinforcement Learning
inferred← citeshttps://doi.org/10.4018/979-8-3373-3311-3.ch013openalex-snapshot
Learning to Heal
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