Autism Spectrum Detection ML Frameworks
Machine learning projects for detecting and diagnosing Autism Spectrum Disorder using behavioral data, screening questionnaires, biometric signals (speech, eye-tracking, facial images), and neuroimaging. Does NOT include general disability support systems, mental health chatbots, or non-diagnostic autism support applications.
There are 20 autism spectrum detection frameworks tracked. The highest-rated is anish-lakkapragada/Hand-Classification-For-Autism-Diagnosis at 38/100 with 23 stars.
Get all 20 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=autism-spectrum-detection&limit=20"
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
anish-lakkapragada/Hand-Classification-For-Autism-Diagnosis
[JMIR '22, DataBricks '22] Code for Classification of Abnormal Hand Movement... |
|
Emerging |
| 2 |
eockfen/EyeTism
Early detection of Autism Spectrum Disorder (ASD) is crucial for children's... |
|
Emerging |
| 3 |
nicknears/Brain-Disorder-Detection-Through-Eye-Movement
👁️ Analyze eye movements to detect brain disorders, utilizing wearable... |
|
Emerging |
| 4 |
Arnav2722/Autism_Prediction
This project builds an end-to-end machine learning pipeline to predict... |
|
Experimental |
| 5 |
2100031988/Autism-Spectrum-Disorder-Detection-and-Analysis
This project uses Python and machine learning techniques for the detection... |
|
Experimental |
| 6 |
CrazyTrain93/Eyetism-MLProject
Early detection of Autism Spectrum Disorder (ASD) is crucial for children's... |
|
Experimental |
| 7 |
ChaitanyaC22/Autistic-Spectrum-Disorder-ASD-Detection
This project aims to develop a robust classification model using... |
|
Experimental |
| 8 |
Venu22003/Autism-detection-system
AI-powered autism detection using Django and CNN |
|
Experimental |
| 9 |
sainimal1ba-hue/AI-Powered-Sensory-Overload-Prevention-for-Autism
This is is an AI-powered hearing-aid companion app that predicts sensory... |
|
Experimental |
| 10 |
Kanav-Arora/Autism-Spectrum-Disorder-Detection
Autism Spectrum Disorder Detection is now available to a parent with a user... |
|
Experimental |
| 11 |
sanashk19/Dyslexiscan-AI
A real-time hardware-to-cloud diagnostic platform utilizing IoT sensors and... |
|
Experimental |
| 12 |
anirudhramadurai/abide-connectome-asd
Graph-based classification of Autism Spectrum Disorder from resting-state... |
|
Experimental |
| 13 |
ahmrishad167/ABIDE-ASD-Classification-using-Deep-Learning
Single Volume Image Generator and Deep Learning-Based ASD Classification... |
|
Experimental |
| 14 |
Sagnick-Mondal/ai-autism-detection-system
An autism detection and analysis platform, AutiSense, used to check and... |
|
Experimental |
| 15 |
NwachukwuSarah/AUTISM-SPECTRUM-DISORDER-RISK-SCREENING-PROJECT
This repository contains all the files of my project. "Using AI to screen... |
|
Experimental |
| 16 |
faisal-shohag/Autism-Spectrum-Disorder_Flutter_ML
An autism spectrum disorder testing app attached with machine learning model... |
|
Experimental |
| 17 |
cvillanue/eye-tracking-ASD-Analysis
Analyzing Gaze Behavior of ASD and Neurotypical Participants: This... |
|
Experimental |
| 18 |
ronit1706/Autism-Detection
A Python based project, which involves prediction autism in children using... |
|
Experimental |
| 19 |
LTPPPP/Donald
This is an AI-integrated system that supports autistic children, and can... |
|
Experimental |
| 20 |
Hardik242/Autism-prediction-frontend
Free AI-powered preliminary screening tool for Autism Spectrum Disorder.... |
|
Experimental |