TY - JOUR A1 - Emuoyibofarhe, Justice O. A1 - Akindele, Akinyinka Tosin A1 - Ronke, Babatunde Seyi A1 - Omotosho, Adebayo A1 - Meinel, Christoph T1 - A Fuzzy Rule-Based Model for Remote Monitoring of Preterm in the Intensive Care Unit of Hospitals JF - International Journal of Medical Research & Health Sciences N2 - The use of Remote patient monitoring (RPM) systems to monitor critically ill patients in the Intensive Care Unit (ICU) has enabled quality and real-time healthcare management. Fuzzy logic as an approach to designing RPM systems provides a means for encapsulating the subjective decision-making process of medical experts in an algorithm suitable for computer implementation. In this paper, a remote monitoring system for preterm in neonatal ICU incubators is modeled and simulated. The model was designed with 4 input variables (body temperature, heart rate, respiratory rate, and oxygen level saturation), and 1 output variable (action performed represented as ACT). ACT decides whether-an alert is generated or not and also determines the message displayed when a notification is required. ACT classifies the clinical priority of the monitored preterm into 5 different fields: code blue, code red, code yellow, code green, and-code black. The model was simulated using a fuzzy logic toolbox of MATLAB R2015A. About 216 IF_THEN rules were formulated to monitor the inputs data fed into the model. The performance of the model was evaluated using-the confusion matrix to determine the model’s accuracy, precision, sensitivity, specificity, and false alarm rate. The-experimental results obtained shows that the fuzzy-based system is capable of producing satisfactory results when used for monitoring and classifying the clinical statuses of neonates in ICU incubators. KW - Remote patient monitoring KW - Fuzzy logic KW - Preterm KW - Incubator KW - Confusion matrix Y1 - 2019 SN - 2319-5886 VL - 8 IS - 5 SP - 33 EP - 44 PB - Sumathi CY - Trichy ER - TY - JOUR A1 - Omotosho, Adebayo A1 - Ayegba, Peace A1 - Emuoyibofarhe, Justice A1 - Meinel, Christoph T1 - Current State of ICT in Healthcare Delivery in Developing Countries JF - International Journal of Online and Biomedical Engineering N2 - Electronic health is one of the most popular applications of information and communication technologies and it has contributed immensely to health delivery through the provision of quality health service and ubiquitous access at a lower cost. Even though this mode of health service is increasingly becoming known or used in developing nations, these countries are faced with a myriad of challenges when implementing and deploying e-health services on both small and large scale. It is estimated that the Africa population alone carries the highest percentage of the world’s global diseases despite its certain level of e-health adoption. This paper aims at analyzing the progress so far and the current state of e-health in developing countries particularly Africa and propose a framework for further improvement. KW - E-health KW - developing countries KW - framework KW - ICT KW - healthcare Y1 - 2019 U6 - https://doi.org/10.3991/ijoe.v15i08.10294 SN - 2626-8493 VL - 15 IS - 8 SP - 91 EP - 107 PB - Kassel University Press CY - Kassel ER - TY - JOUR A1 - Omotosho, Adebayo A1 - Emuoyibofarhe, Justice A1 - Meinel, Christoph T1 - Securing e-prescription from medical identity theft using steganography and antiphishing techniques JF - Journal of applied security research N2 - Drug prescription is among the health care process that usually makes references to the patients’ medical and insurance information among other personal data, because this information is very vital and delicate, it should be adequately protected from identity thieves. This article aims at securing Electronic Prescription (EP) in order to minimize patient’s data theft and foster patients’ trust of EP system. This paper presents a steganography and antiphishing technique for preventing medical identity theft in EP. The proposed EP system design focused on the security features in the prescriber and dispensers’ modules of EP by ensuring the prescriber sends the prescription of the patient in a safe manner and to the right dispenser without the interference of fake third parties. Hexadecimal steganography image system is used to cover and secure the sent prescription details. Malicious electronic dispensing system is prevented through an authentication technique where a dispenser uses a captcha together with a one-time password, and the web server encrypted token for prescriber’s device authentication. The steganography system is evaluated using Peak Signal to Noise Ratio (PSNR). The system implementation results showed that steganography and antiphishing techniques are capable of providing a secure EP systems. KW - Electronic prescription KW - one-time password KW - steganography KW - phishing KW - medical identity theft Y1 - 2017 U6 - https://doi.org/10.1080/19361610.2017.1315788 SN - 1936-1610 SN - 1936-1629 VL - 12 SP - 447 EP - 461 PB - Routledge, Taylor & Francis Group CY - Philadelphia ER -