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 ...
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...
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...
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...
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...
Project Research

Using Shadows to See Behind Objects

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...
Project Research

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

Research in our laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes and creates new p...
Project Research

Algorithmic Justice League

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...
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...
Project Research

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

Real World Data (RWD) and Real World Evidence (RWE) are playing an increasing role in healthcare decisions to support innovative use of E...
Project Research

City Science Lab Hamburg

MIT City Science is working with HafenCity University to develop CityScope for the neighborhood of Rothenburgsort in Hamburg, Germany. Th...
Project Research

Non-Ionizing Imaging for Medical Diagnosis Instead of 2D Radiography and Cone-Beam Computed Tomography

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

The Electome: Measuring responsiveness in the 2016 election

The Electome: Where AI meets political journalismThe Electome project is a machine-driven mapping and analysis of public sphere content a...
Project Research

CityScope PlayGround: MIT East Campus

This project depicts the design, deployment and operation of a Tangible Regulation Platform, a physical-technological apparatus made for ...
Project Research

Andorra | Dynamic Urban Planning

View the main City Science Andorra project profile.Research in dynamic tools, mix users (citizens, workers) amenities, services, and land...
Project Research

Actionable Auditing: Coordinated bias disclosure study

Algorithmic auditing has emerged as a key strategy to expose systematic biases embedded in software platforms, yet scholarship on the imp...
Project Research

Near-Infrared Imaging for Detecting Dental Caries

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

Seeing Through Realistic Fog

Seeing through dense, dynamic, and heterogeneous fog conditions. The technique, based on visible light, uses hardware that is similar to ...
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...
Project Research

Gender Shades

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

Last Mile Logistics

Developed by Ira Winder with the MIT Centre for Transportation and Logistics, the model seeks to use real population data and create a si...