Massachusetts Institute of Technology
Sign in

Videos for Category Events (1027)

Quantitative Human Phenotyping: The Next Frontier in Medicine

Quantitative Human Phenotyping: The...

Industrial Liaison Program

Added 1 year ago | 00:41:48 | 1487 views

Despite the potential of mobile health monitoring and applications, healthcare remains episodic and reactive. Transforming medical practice today requires a fundamental shift towards quantifying disease and wellness in a continuous manne...

More is Not Better: Designing optimal data systems for healthcare

More is Not Better: Designing optim...

Industrial Liaison Program

Added 1 year ago | 00:36:10 | 962 views

With the vast accumulation of digital medical information, the challenge is transforming copious data into useful medical knowledge. How can we find what’s most important, and how can increasing amounts of data be incorporated into a sys...

Personalized Diabetes Management

Personalized Diabetes Management

Industrial Liaison Program

Added 1 year ago | 00:43:59 | 518 views

We present a system to make personalized lifestyle and health decisions for diabetes management, as well as for general health and diet management. In particular, we address the following components of the system: (a) efficiently learnin...

Personalizing Neurocritical Care

Personalizing Neurocritical Care

Industrial Liaison Program

Added 1 year ago | 00:41:16 | 720 views

Large volumes of heterogeneous data are collected from patients in neurocritical care to support real-time clinical decision-making, monitoring of disease progression, and titration of therapy. However, systematic physiologically based a...

Using Predictive Models to Improve Healthcare

Using Predictive Models to Improve ...

Industrial Liaison Program

Added 1 year ago | 00:46:07 | 1163 views

Machine learning applied to large medical datasets can lead to the development of better risk stratification models for adverse outcomes. Unfortunately, general-purpose analytics developed across unrelated domains hold limited value for ...

Surprise Health Findings from a Smartwatch

Surprise Health Findings from a Sma...

Industrial Liaison Program

Added 1 year ago | 00:41:54 | 1301 views

This talk will highlight several surprising findings we discovered from wearable sensing of autonomic stress data and physical activity in daily life. For example, we learned that sensing from the surface of the wrist can tell us more ab...

From Genomics to Therapeutics: Uncovering and manipulating the genetic circuits underlying GWAS and cancer

From Genomics to Therapeutics: Unco...

Industrial Liaison Program

Added 1 year ago | 00:46:40 | 2786 views

Perhaps the greatest surprise of human genetic studies is that 90% of disease regions do not affect proteins directly, but instead the circuits that control our genes. This has increased the urgency of mapping the regulatory genome, as a...

Moving from Hype to Impact with Digital Health

Moving from Hype to Impact with Dig...

Industrial Liaison Program

Added 1 year ago | 00:42:15 | 1020 views

Digital Health mobile apps and connected medical devices are rapidly changing how patients learn, monitor, diagnose and treat disease. Even in these early days of the digital transformation of healthcare, connected medical devices and di...

On Beyond Genome: Using the Other Omics for Precision Medicine

On Beyond Genome: Using the Other O...

Industrial Liaison Program

Added 1 year ago | 00:50:20 | 1477 views

Rapid advances in high-throughput technologies, including next-generation sequencing, proteomics, and metabolomics, are providing exceptionally detailed descriptions of the molecular changes that occur in diseases. Despite their power, e...

Analytics in Healthcare Delivery Systems

Analytics in Healthcare Delivery Sy...

Industrial Liaison Program

Added 1 year ago | 00:47:03 | 897 views

In this talk we will discuss several examples of how analytics could be leveraged into decision support tools that inform decisions related to system design, patient flow and safety. The examples are based on collaborative research proje...

The Data Science of Physiologic Signals

The Data Science of Physiologic Sig...

Industrial Liaison Program

Added 1 year ago | 00:44:43 | 571 views

ALFA’s Gigabeats project considers the data science of physiologic signal data. Our BeatDB and PhysioMiner projects provide a means of very rapidly scanning waveform data to find strongly predictive intervals and predictors that allow ac...

Subverting Systemic Stress Contributors with Large Scale Analysis

Subverting Systemic Stress Contribu...

Faculty Short-Clips

Added 1 year ago | 00:04:18 | 695 views