Autism Identification System using Machine learning

[Thewhitewolfsasi]

Problem statement:- Autistic Spectrum Disorder (ASD) is a neurodevelopmental condition associated with significant healthcare costs, and early diagnosis can significantly reduce these. However, the current wait times for ASD diagnosis are prolonged, and existing procedures lack cost-effectiveness. A time-efficient and accessible ASD screening tool is essential to aid healthcare professionals and guide individuals toward pursuing formal clinical diagnosis. The goal is to develop machine learning techniques to make this screening process faster and more effective.

Please assign me to this issue under tag gssoc'24 , sir @Niketkumardheeryan

[github-actions]

Thanks for creating the issue

[SayantikaLaskar]

Please assign this to me under GSSoC'24, I am eager to contribute.

[Rounak396]

Hi, myself Rounak Sarkar, proficient in Machine Learning algorithms.
I want to work on this issue under GSSOC'24.
Can you please assign this issue to me ?

[shrehs]

Hey, I request to be Assigned to Autism Identification System Project. I have a solid foundation in machine learning techniques, including data preprocessing, model development, and evaluation. While my previous projects weren't in healthcare or autism identification, I'm eager to expand my skills and contribute to this impactful project. With my background and dedication to learning, I'm confident I can make valuable contributions. Looking forward to collaborating with the team. Thanks for considering my request.

[ShivamShrivastava18]

Hey, I would like to work on this issue under GSSOC'24. I have prior experience on working with medical data and i am proficient with methods of data preprocessing, model development and evaluation metrics. You can see my ML project which includes preprocessing PPG data and building a model which is 94.5% accurate. I am also familiar with Git environment. Thanks for considering this request.

[NavuluriBalaji]

Hi @Niketkumardheeryan
Overview of the project:
Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by difficulties in social interaction, communication, and repetitive behaviours.
Its primary objective is to create a dependable and efficient diagnostic tool capable of promptly identifying ASD in adult individuals, thus ensuring they receive timely assistance and interventions
I have previously worked on this project so, I would like to take on the task of developing Autism Identification System
Thank you

[Niketkumardheeryan]

The issue has been assigned to you , Please follow project guidelines for PR. Issue assigned based on FCFS.

[Niketkumardheeryan]

PLease cretae a new Issue if you want to work on same project.

[Thewhitewolfsasi]

sir i have created new issue here #568