All How LLMs Work AI and Health Build Notes
Phrazer

The last mile problem exists everywhere. Systems may get digitized, products and services may evolve to perfection, but the last link to individual is key. Whether it is...

Docphin

Tablet publishing is a nascent domain. Consider that Flipboard, arguably the runaway success story, was in stealth mode mid-2010 and had started getting serious traction a year later....

County Health Rankings

The County Health Rankings measure the health of nearly all counties in the nation and rank them within states.  The Rankings are compiled using county-level measures from a variety of national...

Simplee

Consumer tools that help deal with healthcare system complexity are unquestionably needed. A recent niche has focused on dealing with healthcare bills. Simplee helps it’s users track medical...

MotherKnows

A startup that helps you access and retain your medical records (to which you are entitled) from providers. Another proof of how impenetrable and complex our healthcare system...

Glooko

In March 2009, Apple hosted an event to introduce the iPhone OS 3.0 software. What I really found interesting back then was a prototype showcased with Lifescan (a...

EASYWAKEme

Sleep monitoring related offerings started surfacing in the consumer market couple of years ago. More recently EASYWAKEme, another European startup, has thrown it’s hat in the ring. While...

Healthloop

Specializations in care delivery are a natural evolution but they have the side effect of increasingly partitioning processes and, in turn, increasing cost and complexity of coordination. When...

DailyMed

Overview: DailyMed provides high quality information about marketed drugs. This information includes FDA labels (package inserts). The National Library of Medicine (NLM) provides this as a public service....

Medify

Scientific and medical research has seen explosive growth in the past few decades. Since 1996, the United States National Library of Medicine (NLM) has maintained PubMed, a free portal providing...

Socrata

Socrata is the leading developer and provider of Open Data Services, a category of cloud-based Web 2.0 solutions that enable federal, state, and local governments to dramatically improve...

Alliance Health

There have been plenty of success stories of online networks that help aggregate individuals with a common interest in a health condition. PatientsLikeMe, MedHelp, DailyStrength, Sermo to name...

Apixio

With regulatory push for EHR adoption, there is an impending avalanche of healthcare data coming in the next few years. Some believe it’s already here. But data can...

Voxiva

 On the continuum of healthcare IT solutions, there are two distant ends. One extreme can be thought of as the complex, medical-grade enterprise EHR systems that cater to...

Comfort Zone

It’s fantastic when a popular technology from another industry is leveraged to solve a lingering problem in healthcare. Location-based Services (LBS) have been around in the telecom industry...

Earlier Writing (2008-2017): These are my old notes on health IT and the digital health industry before AI changed the conversation.