Our Research Publications

Explore our peer-reviewed publications on human-centered Neuro-AI for early detection and everyday support in autism and epilepsy.

Research Pillars

Early-Detection Digital Phenotyping

Eye-gaze, micro-movement, vocal-prosody and heart-rate features captured by phones or wearables.

Deep-learning risk scores plus SHAP heat-maps for full clinician transparency.

Social-Behavioral Insight Tools

Real-time "stress rising—offer a break" prompts in class or at home.

Post-session interactive reports that illustrate gaze shifts, overstimulation moments and positive engagement windows.

Co-designed with autistic users to ensure usefulness, privacy, and dignity.

Integrated Pipeline

Capture
Multimodal Feature Extraction
Risk Model
Explainability Layer
Guidance Engine

A single data backbone feeds both the Risk Model (pillar 1) and the Guidance Engine (pillar 2).

Publications

Research Publications

The big bang 2

Musa Powers, Mendez Munu

AIME

a way to life a way to life a way to life a way to life a way to life a way to life

Published: June 20, 2025

The big bang

Musa Powers, Mendez Munu

AIME

a way to life a way to life a way to life a way to life a way to life a way to life

Published: June 20, 2025