Dennis Wall

TL;DR

Dr. Dennis Wall discusses his work on developing mobile and wearable devices to streamline the detection and diagnosis of autism, as well as provide therapeutic interventions at home.

Transcript

I'm so excited to have one of my favorite interviewees here dr. Dennis wall how are you doing doing very well how are you I am wonderful thank you for joining me I am very excited to get an update on your work with autism and Google so tell us a little bit for those who don't know what you do and how your work has progressed since the last time we ... Read More

Key Insights

• 🚗 Mobile and wearable devices can help reduce waiting times for autism diagnosis and access to therapy, addressing the complexity of the healthcare ecosystem.
• 👪 Machine learning classifiers analyze features from home videos, providing a quantitative risk measure for autism.
• ⌛ Glass technology offers real-time feedback and emotional cues to children with autism, enhancing social interactions.
• 😀 The app and recording feature in the devices store social interaction data and expressive events for therapy review.

Questions & Answers

Q: How do mobile and wearable devices help in detecting autism?

Mobile and wearable devices utilize machine learning classifiers to analyze features extracted from home videos and provide a quantitative risk measure for autism. This helps in early detection and diagnosis.

Q: What is the purpose of providing actionable reports to healthcare professionals?

Actionable reports allow general pediatricians or developmental pediatricians to make better-informed decisions regarding referrals or spot diagnoses. It helps in triaging and expediting the healthcare process for children at risk of autism.

Q: How does Glass technology fit into autism therapy?

Glass technology offers real-time dynamic feedback and social cues to children with autism. Through the glasses' perspective, children receive visual feeds with emoticons or words to help them interpret emotional cues and enhance social interactions.

Q: How does the app and recording feature support therapy?

The app stores social interaction data, including facial expressions and movements captured by the glasses and phone. Expressive events are recorded and can be reviewed by families and therapists later, facilitating therapy and understanding emotional moments.

Summary & Key Takeaways

• Dr. Dennis Wall's lab is working on creating mobile and wearable devices to detect and diagnose autism, reducing waiting lists for diagnosis and therapy.

• They use machine learning classifiers on features extracted from home videos of children to provide a quantitative risk measure for autism.

• The goal is to empower families to take control of the healthcare process and provide actionable reports to healthcare professionals.