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More Close
Project Research

Personalized Performance-Optimization Platform (AttentivU - P-POP)

​The environmental conditions of prolonged spaceflight pose significant psychological risks for astronauts. In particular, crews of futur...

in Fluid Interfaces · Space Exploration Initiative
Nataliya Kos'myna · Pattie Maes
#environment #health #sensors +6 more
Project Research

Space Sustainability Rating

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

in Space Enabled
Danielle Wood · Minoo Rathnasabapathy
#environment #health #politics +7 more
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 optica...

in Health 0.0
Pratik Shah
#computer vision #artificial intelligence #health +8 more
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 respirato...

in Tangible Media
Ozgun Kilic Afsar · Hiroshi Ishii
#robotics #design #human-computer interaction +6 more
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...

in Fluid Interfaces
Pat Pataranutaporn · Valdemar Danry +4 more
#human-computer interaction #artificial intelligence #communications +2 more
Project Research

AttentivU

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

in Fluid Interfaces
Nataliya Kos'myna · Pattie Maes
#human-computer interaction #augmented reality #health +6 more
Project Research

Pandemic Response Catalyst Conversations

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

in Community Biotechnology
David S. Kong · Desiree Dudley
#health #member company #technology +3 more
Project Research

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 ...

in Health 0.0
Pratik Shah · Francis Kendall
#computer vision #human-computer interaction #artificial intelligence +11 more
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 develo...

in Health 0.0
Pratik Shah
#computer vision #artificial intelligence #health +8 more
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 ...

in Health 0.0
Pratik Shah
#artificial intelligence #health #pharmaceuticals +7 more
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...

in Health 0.0
Pratik Shah
#human-computer interaction #artificial intelligence #bioengineering +8 more
Project Research

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...

in Health 0.0
Pratik Shah
#food #health #public health
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...

in Health 0.0
Pratik Shah
#human-computer interaction #artificial intelligence #bioengineering +8 more
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,...

in Fluid Interfaces
Camilo Rojas · Gaurav Patekar +1 more
#human-computer interaction #artificial intelligence #banking and finance +6 more
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...

in Biomechatronics
Hugh Herr · Joel Huegel +7 more
#health #primary healthcare #public health +4 more
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...

in Civic Media · Fluid Interfaces · Personal Robots
Eyal Perry · Adam Haar Horowitz +5 more
#human-computer interaction #art #artificial intelligence +16 more
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...

in Fluid Interfaces · Affective Computing
Pattie Maes · Utkarsh Sarawgi +3 more
#design #human-computer interaction #artificial intelligence +4 more
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...

in Tangible Media
Ozgun Kilic Afsar · Hila Mor +5 more
#robotics #design #human-computer interaction +6 more
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...

in Biomechatronics
Gabriel Friedman · Roman Stolyarov +14 more
#robotics #artificial intelligence #bioengineering +15 more
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....

in Responsive Environments · Space Exploration Initiative
Juliana Cherston
#design #architecture #environment +12 more
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...

in Responsive Environments
Patrick Chwalek · David Ramsay
#design #environment #health +1 more
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...

in Responsive Environments · Fluid Interfaces · Sculpting Evolution +1 more
Camilo Rojas · Irmandy Wicaksono +6 more
#health #sensors #covid19
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...

in Human Dynamics
Alex 'Sandy' Pentland · Eduardo Castello Ferrer
#robotics #artificial intelligence #data +12 more
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...

in Conformable Decoders
Canan Dagdeviren · David Sadat
#design #bioengineering #health +6 more
Project Research

The Guardians

in Affective Computing
Craig Ferguson · Sara Taylor +3 more
#data #entertainment #gaming +6 more
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...

in Biomechatronics
Dana Solav · Kevin Mattheus Moerman +1 more
#robotics #health #human-machine interaction +1 more
Project Research

Neural Interfaces

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

in Biomechatronics
Hugh Herr · Shriya Srinivasan +6 more
#robotics #health #human-machine interaction +2 more
Project Research

Transdermal Optogenetic Peripheral Nerve Stimulation

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

in Biomechatronics
Shriya Srinivasan · Edward Boyden +3 more
#robotics #health #human-machine interaction +3 more
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...

in Biomechatronics
Hugh Herr · Shriya Srinivasan +2 more
#bioengineering #health #neurobiology
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...

in Biomechatronics
Hugh Herr · Roman Stolyarov
#robotics #health #human-machine interaction +2 more
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...

in Biomechatronics
Hugh Herr · Matthew Carney
#robotics #design #human-computer interaction +12 more
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...

in Biomechatronics
Hugh Herr · Shriya Srinivasan +7 more
#robotics #bioengineering #health +9 more
Project Research

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 ...

in Biomechatronics
Cameron Taylor · Seong Ho Yeon +1 more
#robotics #human-computer interaction #health +11 more
Project Research

Candlewax Rockets: A Green Alternative for In-Space Propulsion

Wax-based hybrid rocket propellants, including paraffin (common candlewax) and beeswax show promise as high-performing hybrid rocket prop...

in Space Enabled
Javier Stober
#robotics #architecture #art +16 more
Project Research

Tidmarsh Living Observatory Portal

The Tidmarsh Living Observatory Portal is a research project that focuses on the design and fabrication of a pavilion that will gene...

in Responsive Environments · Space Exploration Initiative
Valentina Sumini · Clement Duhart +4 more
#design #human-computer interaction #architecture +10 more
Project Research

PAL: a wearable on-device deep learning platform for personalized, context-aware, and closed-loop real-time support

OverviewPAL is a  wearable platform for personalized, context-aware, and always-present user change.  PAL has mu...

Mina Khan · Glenn Fernandes +3 more
#human-computer interaction #artificial intelligence #health +5 more
Project Research

parkinsAI

Appropriate and adaptive treatment plans are challenging in Parkinson’s disease for several reasons.  parkinsAI models drug response...

in Fluid Interfaces
Utkarsh Sarawgi · Pattie Maes
#human-computer interaction #artificial intelligence #health +5 more
Project Research

aSpire: Clippable, Mobile Pneumatic-Haptic Device for Breathing Rate Regulation via Personalizable Tactile Feedback

We introduce–aSpire–a clippable, mobile pneumatic-haptic device designed to help users regulate their breathing rate via subtle tactile f...

Kyung Yun Choi · Neska Elhaouij +3 more
#design #human-computer interaction #health +3 more
Project Research

The Interplanetary Cookbook

The Interplanetary Cookbook, developed by Maggie Coblentz, presents thought-provoking recipes and zero-g kitchenware for the future of li...

in Space Exploration Initiative
Maggie Coblentz
#design #virtual reality #food +5 more
Project Research

AlterEgo

AlterEgo is a  non-invasive, wearable, peripheral neural interface that allows humans to converse in natural language with mach...

in Fluid Interfaces
Arnav Kapur · Eric Wadkins +1 more
#design #human-computer interaction #artificial intelligence +8 more
Project Research

conformable Facial Code Extrapolation Sensor (cFaCES)

AbstractDevices that facilitate nonverbal communication typically require high computational loads or have rigid and bulky form factors&n...

in Conformable Decoders
Canan Dagdeviren · Lin Zhang +2 more
#design #bioengineering #health +10 more
Project Research

A tailored, electronic textile conformable suit for large-scale spatiotemporal physiological sensing in vivo

The rapid advancement of electronic devices and fabrication technologies has further promoted the field of wearables and smart textiles. ...

in Conformable Decoders
Canan Dagdeviren · Irmandy Wicaksono
#design #bioengineering #consumer electronics +13 more
Project Research

RF-EATS: Food and liquid sensing in practical environments using RFIDs

RF-EATS is a new system that can verify the authenticity of food and liquids in closed containers without opening them or requiring ...

in Signal Kinetics
Fadel Adib · Unsoo Ha +2 more
#environment #food #health +4 more
Project Research

FedML: A Research Library and Benchmark for Federated Machine Learning

In this work, we introduce FedML, an open research library and benchmark that facilitates the development of new 'federated learning algo...

in Camera Culture
Praneeth Vepakomma · Abhishek Singh +1 more
#human-computer interaction #artificial intelligence #health +2 more
Project Research

Self-Reconfigurable Micro-Implants

New technology for next-generation wireless + batteryless micro-implantsThese wireless batteryless micro-chips can reprogram themselves i...

in Signal Kinetics
#health #internet of things #medicine
Project Research

iNonymize: Empathetic Anonymity in Tele-Mental Health Using AI Generated Avatars

This project was selected to represent MIT at the Microsoft Design Expo 2020 on ‘Healthier Futures.’ iNonymizeA tele-mental health p...

in Fluid Interfaces
Joanne Leong · Pat Pataranutaporn +1 more
#human-computer interaction #artificial intelligence #communications +3 more
Project Research

inSight: Deep Neurofeedback

inSight is a brain decoding system. It uses  generative models (BigGAN and MusicVAE) to stimulate the brain with synthetic, but natu...

in Fluid Interfaces
Neo (Mostafa) Mohsenvand
#extended intelligence #health
Project Research

Essence Wearables: Biometric Olfactory Interfaces for Day and Night

Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, audito...

in Fluid Interfaces
Judith Amores Fernandez
#design #virtual reality #human-computer interaction +18 more
Project Research

dementAI

 dementAI is an open-source platform for modeling risk stratification of Alzheimer's dementia using spontaneous speech through ...

Utkarsh Sarawgi · Pattie Maes
#human-computer interaction #artificial intelligence #health +5 more
Project Research

DAMS: Differentially Private Sketching Data Structures

We propose an improved private count-mean-sketch data structure and show its applicability to differentially private contact tr...

in Camera Culture
Praneeth Vepakomma
#human-computer interaction #artificial intelligence #data +6 more
Project Research

Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and Cone Beam Computed Tomography Imaging

Two-dimensional radiographs are commonly used for evaluating sub-surface hard structures of teeth, but they have low sensitivity for earl...

in Health 0.0
Pratik Shah
#bioengineering #health #imaging +3 more
Project Research

Technology-Enabled Mobile Phone Screenings Augment Routine Primary Care

We have developed a new process to screen patients at the point-of-care with FDA-approved technology-enabled mobile health screenings (TE...

in Health 0.0
Pratik Shah
#health #imaging #primary healthcare +3 more
Project Research

On-Face Olfactory Interfaces

We envision that a close-to-nose interface could be used as a complementary or alternative wearable method to nasal cannulas or mask...

in Fluid Interfaces
Pattie Maes · Judith Amores Fernandez +1 more
#design #human-computer interaction #consumer electronics +6 more
Project Research

Battery-Free Underwater GPS

Can we build a battery-free underwater GPS? While underwater localization is a long-studied problem,  we seek to bring it to ba...

in Signal Kinetics
Reza Ghaffarivardavagh · Osvy Rodriguez +2 more
#robotics #environment #health +8 more
Project Research

WOSNA - WorkOut Sensor Node Assistant

We are presenting the WorkOut Sensor Node Assistant (WOSNA), a body sensor net composed of many tiny sensor nodes that can suck on the sk...

in Responsive Environments
Fangzheng Liu
#design #health #sensors
Project Research

Non-full-length G protein-coupled receptors: An unexpected discovery may lead to design new molecular devices

It was believed that functionalities of G protein-coupled receptors (GPCRs) require full-length sequences which are negated by residue de...

in Molecular Machines
Shuguang Zhang · Pranam Chatterjee +1 more
#bioengineering #health #wellbeing +2 more
Project Research

PsychicVR: Increasing mindfulness by using Virtual Reality and Brain Computer Interfaces

We present PsychicVR, a proof-of-concept system that integrates a brain-computer interface device and virtual reality headset to improve ...

in Advancing Wellbeing · Fluid Interfaces
Xavier Benavides Palos · Pattie Maes +2 more
#augmented reality #health #technology
Project Research

Biomarker Imaging with Mobile Phones

We built a low-cost and open source 405 nm imaging device to capture red fluorescence signatures associated with the oral biomarker porph...

in Health 0.0
Pratik Shah
#computer vision #health #imaging +2 more
Project Research

Helping Emergency Care Physicians Diagnose Sepsis and Bacterial Infections with Machine Learning and Vision

General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...

in Health 0.0
Pratik Shah
#computer vision #human-computer interaction #artificial intelligence +7 more
Project Research

At-Home Sleep Apnea Screening

A large proportion of the American population currently suffers from sleep disorders. Among them are patients with obstructive sleep apne...

in Health 0.0
Pratik Shah
#health #engineering #point of care
Project Research

Detecting Biomarkers with Printable Paper Diagnostics

Paper diagnostics can be used for affordable and scalable biomarker detection. We propose new methods for stabilizing cellulose-based imm...

in Health 0.0
Pratik Shah
#bioengineering #health #engineering +1 more
Project Research

Machine Learning from Biomarker Signatures and Correlation to Systemic Health Conditions

Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automat...

in Health 0.0
Pratik Shah
#computer vision #artificial intelligence #health +3 more
Project Research

Machine Learning and Automated Segmentation of Oral Diseases Using Biomarker Images

We report a novel method that processes biomarker images collected at the point of care and uses machine learning algorithms to provide a...

in Health 0.0
Pratik Shah
#computer vision #health #imaging +3 more
Project Research

Machine Learning for Combined Classification of Fluorescent Biomarkers and Expert Annotations Using White Light Images

Biomarker imaging provides non-invasive indicators of disease and is used by human experts to augment disease diagnosis. It is, however, ...

in Health 0.0
Pratik Shah
#health #imaging #machine learning +1 more
Project Research

Lunar Open Architecture

Building an open, shared, and collaborative future of lunar exploration.Explore the Lunar Open Architecture (LOA) at loa.mit.edu.&nb...

in Space Exploration Initiative
Mehak Sarang · Ariel Ekblaw
#architecture #environment #health +9 more
Project Research

Miniaturized Neural System for Chronic, Local Intracerebral Drug Delivery (MiNDS)

Recent advances in medications for neurodegenerative disorders are expanding opportunities for improving the debilitating symptoms suffer...

in Conformable Decoders
Canan Dagdeviren
#design #bioengineering #health +8 more
Project Research

Flexible piezoelectric devices for gastrointestinal motility sensing

Improvements in ingestible electronics with the capacity to sense physiological and pathophysiological states have transformed the standa...

in Conformable Decoders
Zijun Wei · Canan Dagdeviren
#bioengineering #health #sensors
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