PTSD prediction using ML and DNN

Project Title

PTSD prediction using ML and DNN

Project Area of Specialization Artificial IntelligenceProject Summary

PTSD prediction and consultation system allow users to get instant guidance on their mental health issues through an intelligent health care system online. Users can give all types of data for it to processing so that it can predict the disorder whether the patient has that disorder or not. The application gets the results after processing the input(data) given by the patient to check for the disorder that could be associated with it using a neural network algorithm.  The system also provides the users with suggestions for doctors in their region whom they can consult for treatment of their predicted disorder. This product will be available for use as a web application and is intended to be simple and easy to use.

A customized web-based application for hospitals that will be able to predict Post Traumatic Stress Disorder. After detection of symptoms related to PTSD, it guides users for the available consultant in the nearby areas. Users can give textual data for its processing, to predict the disorder. The results will be obtained after processing the data by using neural network algorithms.

Project Objectives

?To add something contemporary-day and new in our area of interest. That can be done through a manner of approach of doing present and past research on the area of interest. After doing the proper assessment of the contemporary-day artwork. ? We will fulfill the gaps that we're capable of like developing the accuracy of the predictor and will do a proper assessment of the neural network, which motivates PTSD within the subject’s mind to appearance what can be accomplished through technology. ? We will take the help of a PTSD professional in case of need. Our number one reputation in doing this project is to collect all related information on PTSD prediction efficiency, whether or not or now no longer it is on the research or development. According to the contemporary-day works quality of the predictor has been advanced but proper right here in this project we will do all of the work from start in order to enhance its standard overall performance too. ? To use this opportunity of three semester-prolonged projects to serve humanity. ? To add a brick on the wall of the university’s research and development projects. ? To do a project that permits you to be applied in hospitals for the betterment of society. ? To update our statistics in Machine learning and neural networks.

Project Implementation Method

A deep neural networks model will be trained by taking the dataset.

Benefits of the Project

A web-based application that will be used to predict and consult patients with PTSD by

It is a customized web application for PTSD which can detect symptoms of PTSD in patients and predict the level of PTSD. After successful detection of PTSD, it will guide the patient for available hospitals and consultants present in his area.

Technical Details of Final Deliverable

a predictor, which can predict PTSD will be the deliverable.

Final Deliverable of the Project HW/SW integrated systemCore Industry MedicalOther Industries IT , Health Core Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	80000
Laptop	Equipment	1	70000	70000
books	Miscellaneous	1	10000	10000