| dc.description.abstract | Nowadays, technology is a part of modern life due to its convenience and ease of
usage. However, technology applications for health still need to be more prevalent and easy to
use for everyone. Therefore, it is necessary to build an application with a personalized
experience and many support functions for the medical center and the patient. Telemedicine
plays a critical role in the connection between doctors and patients and the preliminary
prediction of a patient's condition by analyzing their body index and symptoms.
In this thesis, an application of telemedicine will be built on the website platform for
easy access from everywhere with the internet. The solution includes using technologies from
the Node.js library and two preliminary patient condition prediction models.
Predictive modeling is a mathematical process used to predict future events or
outcomes by analyzing patterns in a given input data set. This process is based on the user
measuring and filling out the form on the website. Then, an algorithm can be implemented
using the user’s form-filling information.
Together, these technologies provide a powerful toolset for building a telemedicine
website. This also allows developers to build scalable, efficient, and secure applications that
offer a personalized experience to the users. The method involves the following steps:
Data Preprocessing: Once the data has been collected, it needs to be preprocessed
before it can be analyzed. This involves cleaning the data, removing duplicates, and
converting it into an easily researched format.
Prediction Generation: Based on the data has been processed, the model will
immediately return a result for the user and it can be displayed on the website.
Feedback and Improvement: The final step is continuously collecting user feedback
and improving the prediction model based on the input. This helps ensure that the model
provides accurate predictions and timely advice to the users.
The proposed method aims to improve the user experience and increase humans'
quality of life and health in modern life. | en_US |
