Hi very good work! on Kaggle I see similar project and I very interested in this sector
Dear reader, if you are reading this article, it is because you are passionate about statistics, mathematics, technology and above all data. In particular, you have realised that data are the ‘oil’ of the century and, if you are good at interpreting them and extrapolating the right information from them, you could help the world of research and companies discover valuable information.
Knowing how to choose the right data and find the right relationships between them, to make classifications or predictions, in any field in which it is required is a very difficult job that could give great satisfaction and…
Telemedicine and artificial intelligence (AI) provide solutions to the challenges faced by ophthalmologists and healthcare professionals around the world. Diseases such as diabetic retinopathy (DR), retinopathy of prematurity (ROP), age-related macular degeneration (AMD), glaucoma and other anterior segment disorders could be more easily predicted and detected with the help of these new technologies. …
The risks due to Covid-19, has pushed several companies, public and private, to smart working, and many citizens leaves the big cities, Italian or foreign, to return to work by the southern regions.
This phenomenon has been called ‘South Working’, and has a general impact on services and the economy of the whole country.
But who are the south workers?
“They are young professionals, managers, entrepreneurs or academics, mostly from the regions of Southern Italy, united by the fact that we were forced to leave our places of origin and our affections in order to follow our professional ambitions, who…
Electrocardiogram (ECG) can be reliably used as a measure to monitor the functionality of the cardiovascular system. Recently, there has been a great attention towards accurate categorization of heartbeats. While there are many commonalities between different ECG conditions, the focus of most studies has been classifying a set of conditions on a dataset annotated for that task rather than learning and employing a transferable knowledge between different tasks. …
The body mass index (BMI) is a measure that uses your height and weight to work out if your weight is healthy.
The BMI calculation divides an adult’s weight in kilograms by their height in metres squared. For example, A BMI of 25 means 25kg/m2.
Formula: weight (kg) / [height (m)]^2
For most adults, an ideal BMI is in the 18.5 to 24.9 range.
For children and young people aged 2 to 18, the BMI calculation takes into account age and gender as well as height and weight.
If your BMI is:
Nowadays, we all have the possibility to keep under control our physical activity, thanks to the smart phone or smartwatch, keeping track of how many steps we take, kilometers traveled, if we have a sedentary lifestyle, calories consumed etc. How these devices under control our motor activity?
Through the use of two sensors in particular such as: Gyroscope that captures the triaxial angular velocity and the Accelerometer that captures the triaxial linear acceleration. …
The growing use of social networks, smartphones that collect and continuously generate data, the growing use of the Internet, the presence of sensors that measure and monitor everything, causes the volume of the produced data is growing exponentially, providing valuable information for society and for companies.
All this is Big Data, defined as a large collection of data volume and variety can not be managed with traditional database management tools, but require the use of new technologies and adequate data management systems for storing and analysis, are able to extract their value quickly.
Coronary heart disease (CHD) or simply heart disease, involves the reduction of blood flow to the heart muscle due to build-up of plaque in the arteries of the heart. It is the most common of the cardiovascular diseases. Risk factors include high blood pressure, smoking, diabetes, sedentary life, obesity, high blood cholesterol, poor diet, depression, and alcohol.
Coronary heart disease (CHD) is a major cause of death in the UK and worldwide is the most common cause of death in the industrialized countries. CHD is sometimes called coronary artery disease.
The prediction of heart disease is considered one of…