Note: I had stopped writing posts in 2017. Started again in late-2024, mostly for AI.
Website. Interesting application of federated learning to solve healthcare's data sharing issues. Their platform allows the secure interaction of algorithm and data - from different entities. Like an escrow. Based on Azure confidential compute. Founded in 2022 at UCSF’s Center for Digital Health Innovation (CDHI) program. $12M Series A with Sante Ventures and UCSF, Mt. Sinai. Bob Rogers from...
Nuna has the right mix of all the tailwinds a startup can ask for: talented team, big funding cushion, valuable data and huge market. Founder Jini Kim was one of the Google PMs who was poached to rescue Healthcare.gov. That inroad, plus personal experience taking care of her autistic brother led to Nuna's current shape. Nuna has the enviable access to Medicaid's records of 74 million...
Most of the time, Health IT spawns artificial concepts - born as a result of relentless media hype, each reaches a precocious peak of publicity and then quickly fades away. Buzzwords like RHIO, NHIN, PHR, Chronic Disease Management, etc. were all touted as game changing at one point or other in the past. Now it's more about patient engagement, HIE, Analytics, Care Collaboration. One stands out...
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 expenses in an friendly online dashboard. The aggregated data and management tools can help manage health care costs and perhaps be used for finding the right medical plan and services for an individual or...
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 come in different flavors: from the frighteningly common free text to loosely categorized documents to well structured messages. The less structure it has, more hard it becomes for a machine to understand the real meaning (semantics)...
The US healthcare system has spent decades digitizing clinical documentation and records. Now that most of the data generated during a patient visit is capable of being stored in some electronic manner, the next logical question becomes 'what do we do with this data?'. There are an increasing number of startups recently that attempt to answer that specific question. 360Fresh uses data-mining...
Google.org's flutrend is an attempt to model flu activity across US based on the search terms that Google.com users enter around flu symptoms, treatment etc. The underlying premise is that there is a relationship between how many people search for flu-related topics and how many people have flu symptoms. Think of it as a virtual public health surveillance proxy. If you are not convinced that...
Healthmap is a perfect example of what technology can do to advance healthcare information. It aggregates online media reports to enable infectious disease intelligence on a global level. Its a near real-time internet-based infectious disease surveillance that is free from political and geographical restraints. Healthmap extracts real-time information from more than 10,000 sites every hour and...
Ever since Google and Microsoft jumped into it, the PHR (Personal Health Record) space has become red hot. So while PHRs try to move from hype phase to reality, startups like ClearSense are positioning themselves to leverage all those rich, complex details about your health. ClearSense aims to help you make sense of your health information by providing the data analysis technology called REDBOX...