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Idea - FICS

Machine Learning-Based Prediction of PTSD by Analyzing Textual Data

Team and Contact Details

Student Name School Degree Year Email
Azka IkramullahCSITUndergraduateFourth[email protected]
Tehreem JamalCSITUndergraduateFourth[email protected]
Rukhma RiazCSITUndergraduateFourth[email protected]

Inter School Idea ? No
Do you need expertises from another area: No
If Yes please provide details of expertises you need:

Idea Details

Idea Name: Machine Learning-Based Prediction of PTSD by Analyzing Textual Data
Slogan: no health without mental health?
Supervisor Name: Mr. Tariq Naeem
Supervisor Designation: Lecturer
Supervisor School: SEECS
Supervisor Department: CS
Contact number: 03149665296
Email ID: [email protected]
Abstract:
    This project explains the general matters associated with the problem that we're looking to resolve to serve humanity. The hassle that we're looking to stumble upon is “prediction of PTSD”. We are making a web app which will be given in hospitals to admin, receptionist, doctor and patient. Hospital management system and PTSD checkup details will be covered in our final year project.
What is the unmet need in society that your idea will fulfill ?
    The main thing in our idea is that it will predict PTSD in patients and give prescriptions after showing results via Machine Learning model. The need of mental health awareness and normalizing mental illness detection is needed much in society. In Pakistan, no one has worked on this type of idea.
Who needs it ? How many would benefit ?
   Doctors will need it to check the patient's PTSD Level and hospitals to manage admin, receptionist and doctor's duties such as appointment scheduling, storing doctors, patients, receptionists record in the database. Thousand of patients and doctors will be benefitted from it.
How will the solution works
    Admin will assign role to the receptionist. Receptionist will add doctors and patients to the system, can also update previous details and schedule appointment for the patient. Doctor will login and fill the questionnaire by analyzing patient and results will be shown which will tell the level of PTSD that patient has and prescriptions will be shown which doctor will select according to the patient's condition(via ML model).Patient can login to view appointment, results & chat with doctor.
Who are your competitors ? How is your solution different
    There are no such competitors in Pakistan but you can see on International level. Examples are Psycom, Clinical partners, and talkspace etc. These International web platforms are open-source and only give level of PTSD but not the prescriptions. Also we have management system for the whole process.
Status: new
Entry Date & Time: 2022-12-15 (1616)