PMRSS: Privacy-Preserving Medical Record Searching Scheme for Intelligent Diagnosis in IoT Healthcare

Y Sun, J Liu, K Yu, M Alazab… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In medical field, previous patients' cases are extremely private as well as intensely valuable
to current disease diagnosis. Therefore, how to make full use of precious cases while not …

Privacy-preserving patient-centric clinical decision support system on naive Bayesian classification

X Liu, R Lu, J Ma, L Chen, B Qin - IEEE journal of biomedical …, 2015 - ieeexplore.ieee.org
Clinical decision support system, which uses advanced data mining techniques to help
clinician make proper decisions, has received considerable attention recently. The …

Forward privacy preservation in IoT-enabled healthcare systems

K Wang, CM Chen, Z Tie, M Shojafar… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
In recent years, Internet of Things (IoT)-enabled health monitoring wearable devices have
become a trend in healthcare systems, regularly collecting vital sign data from patients and …

Lightweight distributed secure data management system for health internet of things

Y Yang, X Zheng, C Tang - Journal of Network and Computer Applications, 2017 - Elsevier
Abstract Internet of Things (IoT) connects various kinds of sensors and smart devices using
the internet to collect data. The adoption of IoT in medical care field will bring great …

Privacy-preserving multi-class support vector machine model on medical diagnosis

Y Chen, Q Mao, B Wang, P Duan… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
With the rapid development of machine learning in the medical cloud system, cloud-assisted
medical computing provides a concrete platform for remote rapid medical diagnosis …

Efficient and privacy-preserving online medical prediagnosis framework using nonlinear SVM

H Zhu, X Liu, R Lu, H Li - IEEE journal of biomedical and health …, 2016 - ieeexplore.ieee.org
With the advances of machine learning algorithms and the pervasiveness of network
terminals, the online medical prediagnosis system, which can provide the diagnosis of …

PPO-CPQ: a privacy-preserving optimization of clinical pathway query for e-healthcare systems

M Zhang, Y Chen, W Susilo - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
With the help of patients' health data, e-healthcare providers can offer reliable data services
for better medical treatment. For example, the clinical pathway provides optimal detailed …

Achieving privacy-preserving DSSE for intelligent IoT healthcare system

Y Liu, J Yu, J Fan, P Vijayakumar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As the product of combining Internet of Things (IoT), cloud computing, and traditional
healthcare, Intelligent IoT Healthcare (IIoTH) brings us a lot of convenience, meanwhile …

Achieving privacy-preserving online diagnosis with outsourced SVM in internet of medical things environment

B Xie, T Xiang, X Liao, J Wu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Online diagnosis is one of the data services, which can use the machine learning model
placed on the cloud and collected physical data from internet of medical things (IoMT) for …

A privacy-preserving optimization of neighborhood-based recommendation for medical-aided diagnosis and treatment

M Zhang, Y Chen, J Lin - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Nowadays, patients' physiological data and medical records are outsourced to the medical
cloud to help the patients and doctors to obtain valuable and reliable services, ie, diagnosis …