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...
Research
City Science

Looking beyond smart cities
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, ...
Research
Camera Culture

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

Artificial intelligence model “learns” from patient data to make cancer treatment less toxic

Machine-learning system determines the fewest, smallest doses that could still shrink brain tumors.
Research
Viral Communications

Creating scalable technologies that evolve with user inventiveness
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...
Research
Social Machines

Promoting deeper learning and understanding in human networks
Research
Personal Robots

Building socially engaging robots and interactive technologies to help people live healthier lives, connect with others, and learn better
Research
Responsive Environments

Augmenting and mediating human experience, interaction, and perception with sensor networks
Research
Molecular Machines

Engineering at the limits of complexity with molecular-scale parts
Research
Affective Computing

Advancing wellbeing by using new ways to communicate, understand, and respond to emotion
Project Research

Theme | Mobility On-Demand

Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
Research
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Research
Fluid Interfaces

Wearable and immersive systems for cognitive enhancement and personal growth
Research
Collective Learning

Transforming data into knowledge
Research
Civic Media

Creating technology for social change
Research
Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Project Research

HyperCubes: Learning computational concepts in Augmented Reality

HyperCubes is an Augmented Reality application to help children understand computational concepts drawn from their physical surroundings,...
Course Research

The Ethics and Governance of Artificial Intelligence

Course information
Article Research

Helping computers perceive human emotions

Personalized machine-learning models capture subtle variations in facial expressions to better gauge how we feel
Project Research

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 evol...
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...
Research
Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Research
Ethics and Governance of Artificial Intelligence

Ethics and Governance of Artificial Intelligence
Project Research

DeepMoji

Emotional content is an important part of language. There are many use cases now showing that natural language processing is becoming an ...
Post Research

Mediated Atmosphere

Smart office uses biosensors and machine learning to optimize individual work environments
Project Research

Mediated Atmosphere

The Mediated Atmosphere project envisions a smart office that is capable of dynamically transforming itself to enhance occupants' work ex...
Research
Open Ocean

Open Ocean
Project Research

Personalized Machine Learning for Autism Therapy

EngageME: Personalized machine learning and humanoid robots for measuring affect and engagement of children with autismEngageME is a proj...
Article Research

When the Robot Doesn’t See Dark Skin

A.I. systems are shaped by the priorities and prejudices…of the people who design them, a phenomenon that I refer to as "the coded gaze."
Project Research

CityMatrix

Thesis CitationZhang, Yan. “CityMatrix – An Urban Decision Support System Augmented by Artificial Intelligence.” Massachusetts Institute ...
Project Research

City Science Andorra

Andorra and the City Science research group at the MIT Media Lab are taking on the challenge of turning Andorra into an “Internationally ...
Publication Research

Personalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

O. Rudovic, J. Lee, M. Dai, B. Schuller, R. W. Picard, Personalized machine learning for robot perception of affect and engagement in autism therapy. Sci. Robot. 3, eaao6760 (2018).
Project Research

SMART^2 OPAL

Privacy-preserving mHealth application using Open Algorithm (OPAL) architecture to address urgent care challenges in Riyadh, Saudi Arabia.
Project Research

Theme | CityScope

City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
Article Research

Personalized “deep learning” equips robots for autism therapy

Machine learning network offers personalized estimates of children’s behavior.
Article Research

Embracing a Future with Autonomous and Intelligent Systems

Announcing the Global Council on Extended Intelligence
Project Research

The Story Learning Machine

The Storytelling project uses machine-based analytics to identify the qualities of engaging and marketable media. By developing models wi...
Publication Research

A Mixture of Personalized Experts for Human Affect Estimation

Feffer, M., Rudovic, O., Picard, R. "A Mixture of Personalized Experts for Human Affect Estimation." The 14th International Conference on Machine Learning and Data Mining (MLDM). July 2018.
Project Research

Learning via Social Awareness: Improving Sketch Representations with Facial Feedback

In the quest towards general artificial intelligence (AI), researchers have explored developing loss functions that act as intrinsic moti...
Publication Research

Learning via social awareness: improving sketch representations with facial feedback

Jaques, N., Engel, J., Ha, D., Bertsch, F., Picard, R., and Eck, D. "Learning via social awareness: improving sketch representations with facial feedback." International Conference on Learning Representations (ICLR) Workshop, Vancouver, Canada, April 2018.
Project Research

Personal Food Computer

The OpenAg™ Personal Food Computer is a tabletop-sized, controlled environment agriculture technology platform that uses robotic systems ...
Project Research

Personalized Robot Storytelling Companion

Could a social robot collaboratively exchange stories with children as a peer and help improve their linguistic and storytelling skills? ...
Research
Health 0.0

Health 0.0
Project Research

RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction

A learning framework for secure, decentralized, computationally efficient data and model sharing among multiple robot units installed at...
Project Research

A Voting-Based System for Ethical Decision Making

The problem of ethical decision making presents  a grand challenge for modern AI research. Arguably the main obstacle to automating ...
Project Research

Healthy Blockchain

Achieving a safe privacy-preserving information sharing environment for individualized care using blockchain-based technology in multiple...
Project Research

Reversed Urbanism

Predicting Urban Performance through Behavioral Patterns in Temporal Telecom DataThis study explores a novel method to analyze diverse be...
Project Research

Realtime Detection of Social Cues

Realtime detection of social cues in children’s voicesIn everyday conversation, people use what are known as backchannels to signal to so...
Project Research

Predicting Trust Between People

Machine learning model outperforms human judgementOur computational trust model is capable of predicting—above human accuracy—the degree ...
Project Research

Norman

We present Norman, world's first psychopath AI. Norman was inspired by the fact that the data used to teach a machine learning algorithm ...
Project Research

Artificial Listener with Social Intelligence

A social robot modifies its behavior to change what you think about it!
Project Research

Big Ocean, Big Data

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...
Project Research

Artificial Intelligence for Drug Discovery and Clinical Trials

Phase 3 clinical trial outcomes used to evaluate new drugs, therapies and vaccines are among the most complex experiments performed in me...
Project Research

SNAPSHOT Study

The SNAPSHOT study seeks to measure Sleep, Networks, Affect, Performance, Stress, and Health using Objective Techniques. It is an NIH-fun...
Publication Research

Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images

G. Yauney, K. Angelino, D. A. Edlund, P. Shah. "Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images." 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering. 2017. DOI: 10.1109/BIBE.2017.00-37
Publication Research

Automated segmentation of gingival diseases from oral images

A. Rana, G. Yauney, L. C. Wong, O. Gupta, A. Muftu, P. Shah. "Automated segmentation of gingival diseases from oral images." 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT). IEEE. 2017. DOI: 10.1109/HIC.2017.8227605
Publication Research

RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction

Eduardo Castello Ferrer, Ognjen Rudovic, Thomas Hardjono, Alex Pentland, “RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction” eTELEMED 2018.
Article Research

Machines now know how to terrorise humans

The Shelley Project studies how to produce horror stories as a result of collaboration between humans and artificial intelligence.
Project Research

BayesDB

BayesDB is open-source AI software that lets any programmer answer data analysis questions in seconds or minutes with a level of rigor th...
Project Research

Gobo

Take control of your social feed.Gobo is a social media aggregator with filters you control. You can use Gobo to control what’s edited ou...
Project Research

Gender Shades

The Gender Shades project pilots an intersectional approach to inclusive product testing for AI.Algorithmic Bias PersistsGender Shades is...
Center for Civic Media
Thesis Research

CityMatrix: An Urban Decision Support System Augmented by Artificial Intelligence

Zhang, Yan. “CityMatrix – An Urban Decision Support System Augmented by Artificial Intelligence.” Massachusetts Institute of Technology, 2017.
Publication Research

Importance of Sleep Data in Predicting Next-Day Stress, Happiness, and Health in College Students

Taylor, S., Jaques, N., Nosakhare, E., Sano, A., Klerman, E., and Picard, R. "Importance of Sleep Data in Predicting Next-Day Stress, Happiness, and Health in College Students," Sleep2017, June 2017.
Project Research

TuringBox: Democratizing the study of AI

TuringBox is a platform that makes it easier for social and behavioral scientists to study Artificial Intelligence algorithms. ...
Article Research

Machine behavior needs to be an academic discipline

We cannot certify that an AI agent is ethical by looking at its source code.
Post Research

Build a Personal Food Computer

OpenAg is committed to changing the way the world thinks about farming and food—and we need your help! As an open source project, we beli...
Project Research

OPEN TrialChain

In this project, we are motivated to address clinical trials issues using Blockchain technology. We propose, OPEN TrialChain, a privacy-p...