Are you

Design of a Non-invasive IOT-Based system for prediction and early detection of type 2diabetes using Fuzzy logic


Diabetes is a chronic, metabolic disease characterized by elevated levels of blood glucose, which leads over time to serious damage to the heart, blood vessels, eyes, kidneys, and nerves. The most common is Type 2 Diabetes Mellitus (T2DM), usually found in adults, which occurs when the body becomes resistant to insulin or doesn't make enough insulin. Mostly it is a consequence of poor diet and poor lifestyle but in some cases hereditary. Diabetes can be effectively managed or avoided if it is diagnosed early. With the current trends and great strides made in technology, a lot of approaches are proposing solutions that will prevent long-term fatal conditions associated with diabetes type-2 from happening. The available solutions are mostly invasive type of testing which are uncomfortable as they require drawing blood samples for testing and is costly also to carry out as it requires constant change of consumables like test strips and needles.

In this research, we use photoplethysmography (PPG) signals to get sample for blood glucose testing in a non-invasive way from the patient's fingertip. The use of fuzzy logic system in the health domain is very beneficial as it incorporates the knowledge and experience of the medical experts which is transformed into fuzzy sets and rules. The fuzzy logic system will take the information collected from the patients in form of datasets as inputs. It then applies the rules stored in the knowledge base, which is developed by using parameters and symptoms stated by the experts who are specialist doctors in this domain to provide the prediction and early detection rates of diabetes mellitus type 2 disease. With this solution, there will be increased diabetes type 2 disease awareness among the population and improved healthy living.

Related project idea for free


Smart Attendance system by using RFID card

Smart Attendance system by using RFID card

In this century has shown tremendous advance and rapid change in technology, where the world is going in digital system. Many researchers are concentrating on how they can be part of the above stated changes; the work presented in this report focuses on the use of electronic system to make job ea...

Read more>>

Vehicle tracking and management system

The aim of this project deals with the “vehicle tracking and management system”. This system will be used for recording daily activities such as tracking your vehicles in different locations, they should be moving from one location to another. This vehicle tracking system will be able to track the m...

Read more>>

IoT Based Electricity Energy Meter by using ESP12 and Arduino

We are all familiar with electricity energy meters, which are installed in every home or office to measure electricity consumption. Many of us are concerned about our high electricity bills at the end of each month, and we must periodically check the energy meter. But what if we could monitor our el...

Read more>>

IoT Based Patient Health Monitoring System using ESP8266

In today's world, health monitoring is a major issue. Patients suffer from serious health problems as a result of a lack of proper health monitoring. There are many IoT devices available these days to monitor a patient's health over the internet. Health professionals are also using these smart devic...

Read more>>

Forest Fire Detection System using Arduino and GSM Module - IoT Based Project

Forest fires are common hazards in forests that harm both wildlife and the environment. It could be avoided if a strong system was deployed in forest areas to detect fires and alert firefighting authorities to take immediate action. The goal of this project is to create an IoT-based forest fire dete...

Read more>>