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Article Research

The Pacemaker: Magnetomicrometry for Prosthetic Control

Magnetomicrometry has exciting prospects for the control of wearable robotics, including prostheses and exoskeletons.
Inventing the future of digitally augmented objects and environments.
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Collective Learning

Transforming data into knowledge
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Health 0.0

Health 0.0
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Project Research

Self-Learning AI Model Learns from Patient Data to Design Novel Clinical Trials

Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) approac…
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Project Research

Research Area | Emergent Neural Networks to Redesign Clinical Testing of Medicines and Learning from Real World Evidence

Research studies led by Dr. Shah, in collaboration with the United States Food and Drug Administration (FDA),  have develope…
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Project Research

Research Area | Application, Interpretability and Clinical Translation of Deep Learning Algorithms for Medical Images

Research studies led by Dr. Shah in his laboratory have created new paradigms for using low-cost images captured using simple optical …
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Privacy-Preserving Depressive Symptoms Estimation

The goal of this project is to develop techniques to remove identifying information from wearable and phone data to protect patients’ priva…
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PCBPT

PCB debugging can be tricky sometimes. Normally we should check which signal we want to measure in the schematic, switch to PCB layout to s…
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Power Props

“Power Props” is a sensor and actuator platform for Live Action Role Playing (LARP), immersive theater, theme park, and other transmedia ex…
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Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
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Open Ocean

Open Ocean
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Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Center for Civic Media
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Object-Based Media

Changing storytelling, communication, and everyday life through sensing, understanding, and new interface technologies
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Project Research

Kino

This work explores a dynamic future in which the accessories we wear are no longer static, but are instead mobile, living objects on the bo…
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Project Research

CAPS: Curbing Assault to Protect Society

We present CAPS, wearable on-body capsules which produce repulsive odor to deter sexual abuse. The capsules can be triggered by self-a…
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PhysioHMD

Virtual and augmented reality headsets are unique as they have access to our facial area, an area that presents an excellent opportunity fo…
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DISSECT: Disentangled Simultaneous Explanationsvia Concept Traversals

One of the principal benefits of counterfactual explanations is allowing users to explore "what-if" scenarios through what does not and can…
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UncNet: Modeling uncertainty in deep learning for inherently subjective tasks

Automatic emotion recognition has become a well-established machine learning task in recent years. The sensitive and subjective nature of e…
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BrainBeat: Breath-based music therapy

Can we sonfiy calming breathing and passively influence a state of calm?Deep breathing has been scientifically proven to affect the heart, …
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Personalized Machine Learning for Future Health

​The view on Alzheimer’s Disease (AD) diagnosis has shifted towards a more dynamic process in which clinical and pathological markers evolv…
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Project Research

Personalized Animated Movies

Storytelling is a fundamental way in which human beings understand the world. Imagine watching a movie telling the story of your life, how …
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Behavioral Indications of Depression Severity

In collaboration with Massachusetts General Hospital, we are conducting a clinical trial exploring objective methods for assessing depressi…
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Predicting Bonding in Conversations

We show that using thin slices (< 1 minute) of facial expression and body language data, we can train a deep neural network to predict w…
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Personalized Machine Learning for Autism Therapy

EngageME: Personalized machine learning and humanoid robots for measuring affect and engagement of children with autismEngageME is a projec…
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Modulating peripheral and cortical arousal using a musical motor response task

We are conducting EEG studies to identify the musical features and musical interaction patterns that universally impact measures of arousal…
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SPRING: A Smart Platform for Research, Intervention, and Neurodevelopmental Growth

SPRING is a custom-built hardware and software platform for children with neuro-differences. The system automates data acquisition, optimiz…
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Project Research

Breathing Garment: A respiratory regulation garment for voice pedagogy

Using OmniFiber technology, we fabricated a type of undergarment that singers can wear to monitor and play back the movement of respiratory…
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Article Research

Are You Better Than a Machine at Spotting a Deepfake?

New research shows that detecting digital fakes generated by machine learning might be a job best done with humans still in the loop.
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Argus: Water monitoring through nanosensors inside living plants

Our traditional manufacturing, fabrication, and electronics have been centered around synthetic and completely artificial techniques. Comin…
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What Biodesign Means to Me

Alum Harpreet Sareen writes about how humans might form a type of symbiosis with the plant kingdom in the future.
Article Research

Virtual Event – ‘Augmented’: The future of brain-controlled prosthetic limbs

Alum Shriya Srinivasan, Dr. Matthew Carty, climber Jim Ewing, and others join STAT and Nova PBS for a conversation about the Augmented film.
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Augmented | Nova PBS episode featuring Hugh Herr

"Augmented" is a Nova PBS documentary episode that premiers Wednesday, 2/23, featuring Biomechatronics group head Hugh Herr.
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‘Augmented’ documentary charts what is gained from a reimagined amputation

Augmented is a Nova PBS documentary produced by STAT News, which follows the development of a new amputation procedure and bionic prostheses
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Experiments in Deepfakes: Creativity, Computation and Criticism

SynopsisThe class will cover a wide range of perspectives on deepfakes, from their historical ancestors through their philosophical underpi…
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How buildings and cities can become more intelligently responsive to the needs and desires of their inhabitants.
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DropletIO

DropletIO proposes aqueous droplets as a programmable material for biology, art, and design. The DropletIO system can actuate and sense mac…
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Agonist-antagonist Myoneural Interface (AMI)

Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioception,…
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ELSA: Empathy learning, socially-aware agents

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 o…
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MultiDIC: a MATLAB Toolbox for Multi-View 3D Digital Image Correlation

Three-dimensional Digital Image Correlation (3D-DIC) is a non-contact optical-numerical technique for evaluating the dynamic mechanica…
Project Research

Neural Interfaces

Nerve-Muscle Graft Chamber and micro-channel arrays tor interface to peripheral nerves for prosthesis control. This research effort co…
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Transdermal Optogenetic Peripheral Nerve Stimulation

Optogenetic techniques have recently been applied to peripheral nerves as a scientific tool with the translatable goal…
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Terrain-Adaptive Lower Limb Prosthesis

Although there have been great advances in the control of lower extremity prostheses, transitioning between terrains such as ramps or stair…
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Powered Ankle-Foot Prosthesis

The human ankle provides a significant amount of net positive work during the stance period of walking, especially at moderate to fast walk…
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Neural interface technology for advanced prosthetic limbs

Recent advances in artificial limbs have resulted in the provision of powered ankle and knee function for lower extremity amputees and powe…
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Magnetomicrometry: Tissue Tracking via Implanted Magnetic Beads

Amputation, muscle weakness, and nerve damage can make it difficult to perform simple daily tasks. In this project, we are developing a mi…
Article Research

Magnets could offer better control of prosthetic limbs

System uses tiny magnetic beads to rapidly measure the position of muscles and relay that information to a bionic prosthesis.
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TuringBox: Democratizing the study of AI

TuringBox is a platform that makes it easier for social and behavioral scientists to study Artificial Intelligence algorithms. It…
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Ethics and Governance of Artificial Intelligence

Ethics and Governance of Artificial Intelligence
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Organic Primitives

A large portion of the chemical and biological processes underlying our everyday experience remains imperceptible to us. Be it the contents…
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Fluifiber: Interweaving Dancing Bodies over Time and Space via Programmable Tensegrity

Dimensions of human movement that are absent from the eye, such as pressures, muscular tensions, and external features,  are represent…
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Flexible dry electrodes for EMG acquisition within prosthetic sockets

Acquisition of surface electromyography (sEMG) from a person with an amputated lower extremity (LE) during prosthesis-assisted walking rema…
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DIVE

DIVE is a web-based data exploration system that lets non-technical users create stories from their data without writing code. DIVE co…
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New Media Medicine

How radical new collaborations will catalyze a revolution in health.
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Machine Behavior

Machines powered by artificial intelligence (AI) increasingly mediate our social, cultural, economic, and …
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AI, Automation, Labor, and Cities: How to map the future of work

Should workers worry about automation and AI?Many workers, policy makers, and researchers are asking themselves exactly this question. But …
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Human-Machine Cooperation

Since Alan Turing envisioned Artificial Intelligence (AI), a major driving force behind technical progress has been competition with human …
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LineFORM

We propose a novel shape-changing interface that consists of a single line. Lines have several interesting characteristics from the perspec…
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Programmable Droplets

​State-of-the art liquid handling systems are generally pump-driven systems connected with valves and tubes. These systems are manually ass…
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Printflatables: Printing human-scale, functional, and dynamic inflatable objects

Printflatables is a design and fabrication system for human-scale, functional and dynamic inflatable objects. The user begins with specifyi…
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Learning Loops

Developed as part of the Playful Words research project at the MIT Media Lab's Laboratory for Social Machines, Learning Loops aims to make …
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Personal Food Computer

The OpenAg™ Personal Food Computer is a tabletop-sized, controlled environment agriculture technology platform that uses robotic systems to…
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How to build characters that have the everyday common sense, the ability to learn, and the sense of empathy that one finds in animals such a
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Digital Life
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