Machine Learning at Abridge

When it comes to our health, we’re (mostly) in the driver’s seat, but for many people it can sometimes feel like they’re missing the roadmap that tells us where we’re headed next. After all, most people see at least four different doctors and specialists annually, from their primary care physician to a dentist and dermatologist and optometrist and everyone in between — and that’s just for preventive care, which an individual tends to be on the hook to coordinate. Recently, we asked hundreds of people to tell us more about the major challenges and frustrations they have with their overall care and how they use Abridge to fill in the gaps. Many people told us that these different providers and specialists can add up to a lot to remember — and even more to follow through on. That’s where Abridge comes in, making it easier to both follow up and follow through, so that next steps are clear. Here’s a recap of the 5 things we learned.

Machine learning helps us bring context & meaning to people’s health.

Our research powers the features people use to understand and follow through on their care.

What We’re Building

We are a diverse team of experts in machine learning, including Carnegie Mellon University professors and their respective labs.

Want to research and validate with us? Join our team.

Contributions to Research

Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations

ASR Error Correction and Domain Adaptation Using Machine Translation

Weakly Supervised Medication Regimen Extraction from Medical Conversations

Encode-Decode

Following through on your care, with Abridge.

Let’s start a conversation.

Decode jargon faster with our new medical definitions feature.

Our approach to machine learning: Art + Science.

A growing number of patients record their conversations with doctors. Here’s why.

6 things we've learned about staying on top of your health — and how Abridge helps.

Introducing a whole new Abridge.

Keep family close by with Abridge's new calling feature.

Abridge, now and in the future: Announcing new product changes and our latest round of funding.

How machine learning supports understanding and follow-through in healthcare

Keep track of your Care Team

Looking for disparities in our Machine Learning models

6 tips for making the most out of your doctors' visits

Can you record a doctor’s visit?

4 things we learned about healthcare habits and preferences after a year of pandemic living

Making it easier to stay on top of your medications

How to handle your health as Delta shifts the landscape

5 things to do while you’re waiting for a diagnosis

Making it easier to record with Abridge

Simplifying medication management with automated follow-ups