banking and finance
neural interfacing and control
internet of things
natural language processing
sports and fitness
point of care
“Us” aims to help people develop their sense of empathy. It uses machine learning to analyze interlocutors’ signals (e.g., tone of voice,...
Before automobiles were invented and widely adopted, animals like horses were the most common mode of transportation. While this change b...
The goal of this project is to develop techniques to remove identifying information from wearable and phone data to protect patients’ pri...
We introduce–aSpire–a clippable, mobile pneumatic-haptic device designed to help users regulate their breathing rate via subtle tactile f...
This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health p...
Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, audito...
dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through ...
This project is supported by the Abdul Latif Jameel Clinic for Machine Learning in Health (J-Clinic), the National Institutes of Hea...
An affective robotic ring which allows users to interact with multiple robots using finger gestures.- Runs on Robotic Operating System (R...
A wearable olfactory display that monitors cardio-respiratory information with the aspiration to support mental wellbeing.BioEssence is a...
Adaptive Music for Affect Improvement (AMAI) is a music generation and playback system with the goal of steering the listener toward a st...
This project aims to improve the prediction accuracy of wellbeing (stress, mood, and health levels) using temporal machine learning model...
The SNAPSHOT study seeks to measure Sleep, Networks, Affect, Performance, Stress, and Health using Objective Techniques. It is an NIH-fun...
The relationship between breathing and self-reported stress is bidirectional. Respiration pattern is an indicator of stress, but it can a...
In this project we explore how to recognize and localize affect in images.
Realtime detection of social cues in children’s voicesIn everyday conversation, people use what are known as backchannels to signal to so...