Machine learning implementation to predict type-2 diabetes mellitus based on lifestyle behaviour pattern using HBA1C status
ConclusionsThis study leveraging a dataset of medical report and lifestyle behavior factor to predict the HbA1c category. The proposed approach can be deployed as a tool at medical centers to serve as an early Type-2 disease diagnosis tool and in addition, the tool can assist the medical experts in accurately predicting the Type-2 diabetes disease. (Source: Health and Technology)
Source: Health and Technology - April 20, 2023 Category: Information Technology Source Type: research
Software solution of the model for evaluating the potential of new ICT solutions of intelligent environments for elderly
ConclusionOverall, the model implemented using STELLA Architect
provided speed response in all simulated cases what proves real usability for
any users. (Source: Health and Technology)
Source: Health and Technology - April 18, 2023 Category: Information Technology Source Type: research
Real time health care big data analytics model for improved QoS in cardiac disease prediction with IoT devices
ConclusionThe value of Trusted Forwarding Weight (TFW) and Trusted Carrier Weight is used to determine the route (TCW). Sensor based IoT values like Pressure glucose, pulse oximeter, and temperature etc. the following parameters like classification accuracy and false ratio are calculated based on efficient machine learning model. The crucial support system receives the values it receives after each reception together with the features that were derived from the packet. The classification is carried out by calculating the Feature Disease Class Similarity, and the decision support system clusters the huge data using the FDS ...
Source: Health and Technology - April 4, 2023 Category: Information Technology Source Type: research
Imaging evaluated remotely through telemedicine as a reliable alternative for accurate diagnosis: a systematic review
ConclusionsThe synchronous and asynchronous remote evaluation of images through the telemedicine system has demonstrated to be feasible and helpful for diagnosis of acute conditions, cancer screening, postoperative follow-up, and control of patients with chronic conditions. Therefore, the system can enhance patient access to the most qualified and specialized care globally. (Source: Health and Technology)
Source: Health and Technology - March 28, 2023 Category: Information Technology Source Type: research
Electronic self-assessment of COVID-19 symptoms among healthcare workers
ConclusionThe electronic self-assessment log for staff during COVID-19 could be used as a safety measure in hospitals. Moreover, the study highlights the importance of targeting community transmission in an effort to increase hospital safety. (Source: Health and Technology)
Source: Health and Technology - March 14, 2023 Category: Information Technology Source Type: research
Narrative literature review of facilitators and barriers to implementing computerized maintenance management systems in low-middle-income countries
ConclusionThe importance of proper HTM in resource-limited hospital settings cannot be overlooked. The absence of proper HTM can be, in part, attributed to the shortage of skilled engineers. This emphasizes the need for access to continued biomedical engineering education to continue to advance and develop HTM in low resource settings. Although the implementation of CMMS in LMICs presents a multitude of challenges, our review found that it is by no means unfeasible, especially when adequate standardization and local context are taken into consideration. (Source: Health and Technology)
Source: Health and Technology - March 13, 2023 Category: Information Technology Source Type: research
Artificial Intelligence Applied to clinical trials: opportunities and challenges
ConclusionThe use of AI in CTs is in its relative infancy; however, it is a fast-evolving field. As regulators provide more guidance on the acceptability of AI in specific areas, we anticipate the scope of use to broaden and the volume of implementation to increase rapidly. (Source: Health and Technology)
Source: Health and Technology - February 28, 2023 Category: Information Technology Source Type: research
