banking and finance
internet of things
neural interfacing and control
point of care
sports and fitness
natural language processing
(Note: This project was previously called ECHOS.) Official Commalla website: https://commallamit.wixsite.com/commal...
In this work, we introduce FedML, an open research library and benchmark that facilitates the development of new 'federated learning algo...
dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through ...
We propose an improved private count-mean-sketch data structure and show its applicability to differentially private contact tr...
Real World Data (RWD) and Real World Evidence (RWE) are playing an increasing role in healthcare decisions to support innovative use of E...
Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) appro...
Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data ...
General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...
General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automat...
We report a novel method that processes biomarker images collected at the point of care and uses machine learning algorithms to provide a...
Biomarker imaging provides non-invasive indicators of disease and is used by human experts to augment disease diagnosis. It is, however, ...
Dr. Shah was an invited speaker and a contributor at The National Cancer Policy Forum developed workshop series at the The National Acade...
Parents often select schools by relying on subjective assessments shared by other parents—which are increasingly becoming available on sc...
Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
OverviewPAL is a wearable platform for personalized, context-aware, and always-present user change. PAL has mu...
Your social media. Your rules.Gobo is an experiment, not a startup. We’re building it to change the conversation on social media and imag...
We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. ...
We live in a world of personified conversational assistants (agents). We interact with these agents in our daily lives such as smart spea...
Research in our laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes and creates new p...
Predicting Urban Performance through Behavioral Patterns in Temporal Telecom DataThis study explores a novel method to analyze diverse be...
Have you ever wondered what a friend would do if she was in your decision-making situation? Or thought about where a family mem...
Algorithmic FairnessSociety increasingly relies on machine learning models for automated decision making. Yet, efficiency gains from auto...
The goal of this project is to apply machine learning methods to model the wellbeing of MIT undergraduate students. Extensive data is obt...
City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
The Mediated Atmosphere project envisions a smart office that is capable of dynamically transforming itself to enhance occupants' work ex...
Automatic emotion recognition has become a well-established machine learning task in recent years. The sensitive and subjective nature of...
How do you image a city that doesn't exist? DeepScope is a novel platform for interactive, real-time, and setup-less urban design vi...
How do we raise conscientious consumers and designers of AI?Children today live in the age of artificial intelligence. On average, US chi...
Could a social robot collaboratively exchange stories with children as a peer and help improve their linguistic and storytelling skills? ...
The view on Alzheimer’s Disease (AD) diagnosis has shifted towards a more dynamic process in which clinical and pathological markers evo...
Paper Dreams explores how human creativity can be supported by artificial intelligence.Prior research on AI and creativity has primarily ...
INSPIRE: Intelligence Never Seeks Perfection, Instead Requires Effort.Stories help us expand our sense of what's possible: by hearing fro...
Andorra and the City Science research group at the MIT Media Lab are taking on the challenge of turning Andorra into an “Internationally ...
Conversations between two individuals—whether between doctor and patient, mental health therapist and client, or between two people roman...
MoCho (short for "Mobility Choices") is a CityScope module focused on mobility choices and societal impacts. This tool helps pr...
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...
More ocean data has been collected in the last two years than in all previous years combined, and we are on a path to continue to break t...
The Electome: Where AI meets political journalismThe Electome project is a machine-driven mapping and analysis of public sphere content a...
In the quest towards general artificial intelligence (AI), researchers have explored developing loss functions that act as intrinsic moti...
The well-known "small-world" phenomenon indicates that an individual can be connected with any other in the world through a limited numbe...
A learning framework for secure, decentralized, computationally efficient data and model sharing among multiple robot units installed at...
Location prediction is a critical building block in many location-based services and transportation management. This project explores the...
Swarms of robots will revolutionize many applications, from targeted material delivery to farming. However, the characteristics that make...
How something is presented can be as important as the message itself.In the age of political polarization and election meddling, it is of...
Technological advances in the past decade have allowed us to take a close look at the proteomes of living organisms. As a result, more th...
EngageME: Personalized machine learning and humanoid robots for measuring affect and engagement of children with autismEngageME is a proj...
We have developed a wireless system that leverages the inexpensive RFID tags already on hundreds of billions of products to sense potent...
Algorithmic auditing has emerged as a key strategy to expose systematic biases embedded in software platforms, yet scholarship on the imp...
We show that using thin slices (< 1 minute) of facial expression and body language data, we can train a deep neural network to predict...
Object Classification through Scattering Media with Deep LearningA method for classifying objects hidden behind a scattering layer w...
An Urban Decision-Support System Augmented by Artificial IntelligenceThe decision-making process in urban design and urban planning is ou...
The Storytelling project uses machine-based analytics to identify the qualities of engaging and marketable media. By developing models wi...
Realtime detection of social cues in children’s voicesIn everyday conversation, people use what are known as backchannels to signal to so...
BayesDB is open-source AI software that lets any programmer answer data analysis questions in seconds or minutes with a level of rigor th...
The Gender Shades project pilots an intersectional approach to inclusive product testing for AI.Algorithmic Bias PersistsGender Shades is...
This project investigates a general method for improving the structure and quality of sequences generated by a recurrent neural network (...
FlipFeed is a Google Chrome Extension that enables Twitter users to replace their own feed with that of another real Twitter user. Powere...
ShapeBlocks is a play analytics observatory that tracks, remembers, and aids players in building traditional LEGO-style structures. As pl...
Consider each of our individual voices as a flashlight to illuminate how we project ourselves in society and how much sonic space we give...