ReviewSensors (Basel, Switzerland)2021
Sensors for Context-Aware Smart Healthcare: A Security Perspective.
Review in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Information Security and Privacy in Railway Transportation: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- AI-driven intrusion detection and lightweight authentication framework for secure and efficient medical sensor networks.Scientific reports · 2025Article
- Psychological Barriers and Perceptual Drivers of Sensor-Based Smart Health Technology Adoption.Sensors (Basel, Switzerland) · 2025Article
- Leveraging data-driven insights for esophageal and gastric cancer diagnosis.BMC medical informatics and decision making · 2025Article
- DC-NFC: A Custom Deep Learning Framework for Security and Privacy in NFC-Enabled IoT.Sensors (Basel, Switzerland) · 2025Article
- User Perspectives of Geriatric German Patients on Smart Sensor Technology in Healthcare.Sensors (Basel, Switzerland) · 2023Article
- Lignocellulosic Bionanomaterials for Biosensor Applications.Micromachines · 2023Review
- Context-Aware Medical Systems within Healthcare Environments: A Systematic Scoping Review to Identify Subdomains and Significant Medical Contexts.International journal of environmental research and public health · 2023Article
- Randomized Controlled Trial of Home Telemonitoring of Blood Pressure with an Adapted Tensiometer with SMS Capability.European journal of investigation in health, psychology and education · 2023Article
- Health Environment and Sustainable Development.International journal of environmental research and public health · 2022Article
- Effect of Intelligent Medical Management Platform Combined with Perioperative Detailed Nursing on Cognitive Ability, Postoperative Complications, and Quality of Life of Patients Undergoing Hysterectomy.Computational and mathematical methods in medicine · 2022Article
- Context-Aware Human Activity Recognition in Industrial Processes.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
The advances in the miniaturisation of electronic devices and the deployment of cheaper and faster data networks have propelled environments augmented with contextual and real-time information, such as smart homes and smart cities. These context-aware environments have opened the door to numerous opportunities for providing added-value, accurate and personalised services to citizens. In particular, smart healthcare, regarded as the natural evolution of electronic health and mobile health, contributes to enhance medical services and people's welfare, while shortening waiting times and decreasing healthcare expenditure. However, the large number, variety and complexity of devices and systems involved in smart health systems involve a number of challenging considerations to be considered, particularly from security and privacy perspectives. To this aim, this article provides a thorough technical review on the deployment of secure smart health services, ranging from the very collection of sensors data (either related to the medical conditions of individuals or to their immediate context), the transmission of these data through wireless communication networks, to the final storage and analysis of such information in the appropriate health information systems. As a result, we provide practitioners with a comprehensive overview of the existing vulnerabilities and solutions in the technical side of smart healthcare.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.