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Retrofitting is a technique used to move word vectors closer together or further apart in their space to reflect their relationships in a...
Real World Data (RWD) and Real World Evidence (RWE) are playing an increasing role in healthcare decisions to support innovative use of E...
Research in our laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes and creates new p...
OverviewPAL is a wearable platform for personalized, context-aware, and always-present user change. PAL has mu...
The goal of this project is to develop techniques to remove identifying information from wearable and phone data to protect patients’ pri...
One of the principal benefits of counterfactual explanations is allowing users to explore "what-if" scenarios through what does not and c...
The current system of scientific recognition and funding has significant bias towards work published in the top few percent of journ...
Appropriate and adaptive treatment plans are challenging in Parkinson’s disease for several reasons. parkinsAI models drug response...
Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data ...
Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and...
This study reports an end-to-end deep learning framework for virtual H&E staining, automatic classification, and localization of pros...
AlterEgo is a non-invasive, wearable, peripheral neural interface that allows humans to converse in natural language with mach...
Can robots find and grasp hidden objects?Robots are not capable of handling tasks as simple as restocking grocery store shelves as ...
Have you ever wondered what a friend would do if she was in your decision-making situation? Or thought about where a family mem...
This video interview is a part of Media Lab X.0: Anthology of Tomorrows.In 2020, first-year PhD students at the MIT Media Lab were t...
In this work, we introduce FedML, an open research library and benchmark that facilitates the development of new 'federated learning algo...
This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health p...
Check out the project site here. The pursuit of justice in AI requires more than just tweaking the numbers. It requires us to “study up”...
In this speculative project, we "flipped the script" on a widespread narrative regarding the use of algorithmic risk assessment for crimi...
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...
Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) appro...
“Us” aims to help people develop their sense of empathy. It uses machine learning to analyze interlocutors’ signals (e.g., tone of voice,...
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...
Dr. Shah was an invited speaker and a contributor at The National Cancer Policy Forum developed workshop series at the The National Acade...
Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
InspirationSleep is a forgotten country of the mind. A vast majority of our technologies are built for our waking state, even though a th...
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...
The full text of our paper is available here.Sometimes the thing that we want to see is hidden behind something else. A neighboring vehi...
Papers from SafePaths: https://github.com/PrivateKit/PrivacyDocumentsSafe Paths is an MIT-led, free, open source technology tha...
We present a stochastic scheme for splitting the client data into privatized shares that are transmitted to the server in such settings. ...
Skip Norm is a new and flexible building block for Deep Learning that serves as a skip connection and normalization block simultaneously....
Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioceptio...
In collaboration with Massachusetts General Hospital, we are conducting a clinical trial exploring objective methods for assessing depres...
We live in a world of personified conversational assistants (agents). We interact with these agents in our daily lives such as smart spea...
www.ajl.orgAn unseen force is rising—helping to determine who is hired, granted a loan, or even how long someone spends in prison. This f...
What is ELSA?ELSA is an AI-powered chatbot that acts as an empathetic companion, encouraging users to talk about their day through a form...
How to Train Your Robot Companion is a curriculum for students in 5-8th grade to explore artificial intelligence and ethics. In this cour...
Today’s assistive communication devices are far from perfect. Using state of the art small, wearable sensors and powerful machine learnin...
As we move towards an increasingly IoT-enabled ecosystem, we find that it is easier than ever before to capture vast amounts of audio dat...
Scratch is the world's most popular coding community for kids. Millions of kids around the world are using Scratch to program their ...
When we form memories, not everything that we perceive is noticed; not everything that we notice is remembered. Humans are excellent at ...
City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
An affective robotic ring which allows users to interact with multiple robots using finger gestures.- Runs on Robotic Operating System (R...
Policymakers, practitioners, and researchers are grappling with some herculean questions regarding kids' safety online. Homemade sli...
As the presence of artificial intelligence expands significantly in children’s lives of learning and play, it is critical that students l...
Doodle Bot is a robot-based creative AI learning platform for high school students. It consists of an introduction to robotics, hardware,...
Young Learner's Companion Developing robots' growth mindset and pro-curious behavior and fostering the same in young learners via lo...
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 Jibo Research Platform is an in-the-field deployable Social Robotics experimentation and data collection infrastructure. Built upon t...
Tega is a new robot platform designed to support long-term, in-home interactions with children, with applications in early-literacy educa...
Paper Dreams explores how human creativity can be supported by artificial intelligence.Prior research on AI and creativity has primarily ...
Trying to catch up to a rapidly advancing technology, government agencies, industry, and academia are looking for guidance and best pract...
Conversations between two individuals—whether between doctor and patient, mental health therapist and client, or between two people roman...
Songs released on music streaming services are static, never changing after their initial release. Evolving Media proposes a content...
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...
A learning framework for secure, decentralized, computationally efficient data and model sharing among multiple robot units installed at...
Swarms of robots will revolutionize many applications, from targeted material delivery to farming. However, the characteristics that make...
The City Symphony project by the Opera of the Future group brings creative musical participation to everyone while encouraging collaborat...
Artificial intelligence (AI) agents in an embodied form, such as Jibo, Amazon Alexa, and Google Home, are increasingly becoming part of o...
Today’s health sensors (which monitor breathing, heartbeats, steps, etc.) require their users to wear them on their bodies. In contrast, ...