Research
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Project Research

AI Methods for Rapid Automated Staining and Destaining of Tissue Biopsies in Hospitals

General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
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) appro...
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On-site Analysis of Foodborne Pathogens Using Density-Shift Immunomagnetic Separation and Culture

Foodborne pathogens are a major source of human morbidity, food recalls, and economic loss. Current detection methods for foodborne patho...
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Research Area | Application, Interpretability and Clinical Translation of Deep Learning Algorithms for Medical Images

Research in Dr. Shah's laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes, and creat...
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Artificial Intelligence and Machine Learning in Clinical Development: A Translational Perspective

Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data ...
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Research Area | Emergent Neural Networks to Redesign Clinical Testing of Medicines and Learning from Real World Evidence

In collaboration and with guidance from the United States Food and Drug Administration (FDA),  research studies led by Dr....
Project Research

Deep Learning to Develop and Analyze Computational Hematoxylin and Eosin Staining of Tissue Images for Digital Biopsies

Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and...
Project Research

Breath-regulating Garment: Programming Air using Air

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

The promise and pitfalls of artificial intelligence explored at TEDxMIT event

MIT scientists discuss the future of AI with applications across many sectors, as a tool that can be both beneficial and harmful.
Publication Research

Multi-task Learning for Predicting Health, Stress, and Happiness

Jaques, N., Taylor, S., Nosakhare, E., Sano, A., Picard, R. In Proc. NIPS Workshop on ML in Health, Barcelona, Spain, December 2016. **BEST PAPER AWARD**
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Affective Computing

Advancing human wellbeing by developing new ways to communicate, understand, and respond to emotion
Publication Research

Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

Taylor, S.*, Jaques, N.*, Nosakhare, E., Sano, A. and Picard, R., "Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health," in IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1-1. doi: 10.1109/TAFFC.2017.2784832 *Both authors contributed equally. WINNER: BEST OF COLLECTION
Research
Space Exploration Initiative

Space Exploration Initiative
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Signal Kinetics

Inventing, building, and deploying wireless sensor technologies to address complex problems in society, industry, and ecology
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City Science

Looking beyond smart cities
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Tangible Media

Seamlessly coupling the worlds of bits and atoms by giving dynamic physical form to digital information and computation
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Viral Communications

Creating scalable technologies that evolve with user inventiveness
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Social Machines

Promoting deeper learning and understanding in human networks
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Sculpting Evolution

Cultivating wisdom through evolutionary and ecological engineering
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Personal Robots

Building intelligent personified technologies that collaborate with people to help them learn, thrive, and flourish.
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Opera of the Future

Extending expression, learning, and health through innovations in musical composition, performance, and participation
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Molecular Machines

Engineering at the limits of complexity with molecular-scale parts
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Fluid Interfaces

Designing Systems for Cognitive Support
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Conformable Decoders

Converting the patterns of nature and the human body into beneficial signals and energy
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Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
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Biomechatronics

Enhancing human physical capability
Project Research

Project Us

“Us” aims to help people develop their sense of empathy. It uses machine learning to analyze interlocutors’ signals (e.g., tone of voice,...
Project Research

Space Sustainability Rating

The Space Sustainability RatingThe Space Sustainability Rating design team—comprised of the World Economic Forum, the European Space Agen...
Project Research

AI-generated Characters for Learning and Wellbeing

Advancements in machine learning have recently enabled the hyper-realistic synthesis of prose, images, audio and video data, in what is r...
Project Research

AttentivU

There are currently  UROP openings for this project.  All the details available via the link: https://www.braini.io/j...
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Space Enabled

Advancing justice in Earth's complex systems using designs enabled by space
Project Research

Democratizing prosthetic and diabetic care: A resilient model for healthcare delivery

As developers of prosthetic technology, we’re dedicated to understanding the challenges that people with limb loss face, not just after a...
Project Research

Dormio: Interfacing with Dreams

InspirationSleep is a forgotten country of the mind. A vast majority of our technologies are built for our waking state, even though a th...
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Lifelong Kindergarten

Engaging people in creative learning experiences
Article Research

DeepCure scores $40M for AI-enabled drug discovery

Spinoff DeepCure, co-founded by Molecular Machines head Joe Jacobson and alumni Kfir Schreiber and Thrasyvoulos Karydis, raised $40 million
How buildings and cities can become more intelligently responsive to the needs and desires of their inhabitants.
Archived
Project Research

Traditional Chinese medicine-inspired pulse analysis

This study aims to bring objective measurement to the multiple "pulse" and "pulse-like" measures made by practitioners of traditional Chi...
Archived
Publication Research

Magnetomicrometry

C. R. Taylor, S. S. Srinivasan, S. H. Yeon, M. K. O'Donnell, T. J. Roberts, H. M. Herr, Magnetomicrometry, Sci.Robot. 6, eabg0656 (2021), DOI: 10.1126/scirobotics.abg0656
Article Research

Robotic Textiles in Action: OmniFiber

AZoM talks to Ozgun Kilic Afsar, a visiting doctoral student in the Tangible Media group, about her work on the OmniFiber project.
Project Research

Theme | Communication & Collaboration

Today’s assistive communication devices are far from perfect. Using state of the art small, wearable sensors and powerful machine learnin...
Project Research

OmniFiber: Strain-tunable Fluidic Fiber Actuators for Soft Robotic Textiles and Autonomous Garments

OmniFiber is a reconfigurable fiber technology for movement-based interactions based on thin fluidic fiber actuators with closed-loop str...
Article Research

Volta Labs: Improving workflows for genetic applications

Spinoff Volta Labs was co-founded by Media Lab alum Udayan Umapathi and Center for Bits and Atoms alum Will Langford.
Article Research

New fibers can make breath-regulating garments

Robotic textiles could help performers and athletes train their breathing, and potentially help patients recovering from postsurgery changes
Project Research

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 proprioceptio...
Project Research

Space Fabrics: resilient electronic textiles for distributed sensing in low Earth orbit

Overview: The outermost skin of a space-based structure is designed using materials known to protect against the harsh elements of space....
Article Research

Opinion: Manipulating viruses and risking pandemics is too dangerous. It’s time to stop.

Kevin Esvelt calls on the research community to build defenses against future pandemics, not attempt to discover viruses that cause them.
Project Research

Project Captivate: A wearable platform for measurement and actuation across contexts

Project Captivate have been designed to serve as an easy and reliable platform to measure physiology in the real world.  We've des...
Project Research

Saving Face

“Don’t touch your face” is seemingly simple advice. Since coronaviruses are stable for days on many surfaces, a person can get COVID-19 b...
Project Research

Blockchain: A new framework for robotic swarm systems

Swarms of robots will revolutionize many applications, from targeted material delivery to farming. However, the characteristics that make...
Project Research

Research resiliency through lean labs

Academic research groups, especially the ones directed by new junior faculty, are under pressure to produce high-quality work timely whil...
Article Research

New Bionics Center Established at MIT with $24 Million Gift

The center is funded by a $24 million gift to MIT’s McGovern Institute for Brain Research from philanthropist Lisa Yang.
Article Research

Bringing precision to musculoskeletal health

Figur8, founded by alum Nan-Wei Gong, offers a wearable sensor system to improve the diagnosis and treatment of muscle injuries.
Project Research

The Guardians
Project Research

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 mechani...
Project Research

Neural Interfaces

Nerve-Muscle Graft Chamber and micro-channel arrays tor interface to peripheral nerves for prosthesis control. This research effort ...
Project Research

Transdermal Optogenetic Peripheral Nerve Stimulation

Optogenetic techniques have recently been applied to peripheral nerves as a scientific tool with the translatable go...
Project Research

Revolutionizing amputation surgery for the restoration of natural neural sensation and mobility

Lower-extremity amputation surgery has not seen significant change since the Civil War. This research is focused on the development of no...
Project Research

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 sta...
Project Research

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 wa...
Project Research

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 po...
Article Research

The Biomechatronic Man

Author Todd Balf gets a front-row seat as Hugh Herr plots his next big act—a $100 million project to end a slate of disabling conditions
Article Research

Surgical technique improves sensation, control of prosthetic limb

New study describes first human implementation of novel approach to limb amputation.
Article Research

‘I can still feel it’: Groundbreaking arm amputation surgery makes a ‘phantom’ hand seem real

Read about the first upper-limb amputation performed using the AMI procedure created by Media Lab researchers + Brigham and Women’s Hospital
Article Research

Magnets can make prosthetic limbs more versatile and easier to control

A whole new mode of communication between prosthesis and user.
Article Research

At delta v Demo Day, the MIT community celebrates student entrepreneurs

The 2021 event, held in Kresge Auditorium and streamed live, was an unmistakable sign that MIT’s campus is up and running.
Project Research

Pandemic Response Catalyst Conversations

The MIT Center for Collective Intelligence, MIT Media Lab’s Community Biotechnology Initiative, and MilliporeSigma—the lif...