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...
The service transaction between a patient and physician has always been looked at closely from a billing perspective. Relatively few attempts have been made to enhance the match-making aspect of it: like which physician is best suited for the given patient? Tweaking this may have cascading effects downstream in the service experience and actual outcome. Years ago, Zocdoc impressed me with their...
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)...
People with type 1 diabetes need to take insulin in a similar way their pancreas would produce if it were normal. Older therapy used to be multiple daily injections, which were poor approximation of the insulin need. In Continuous Subcutaneous Insulin Infusion (CSII) or Insulin Pump therapy, a small device delivers a constant stream of rapid-acting insulin through a tiny tube; according to a...
Zume Life is a San Jose start-up that is planning to develop its own dedicated device to allow individuals to keep track of and manage their own care regimen. It's target users are individuals with complex care requirements- taking a multiple medications, specific diets, frequent measurements, daily exercise etc. What they offer is a 'Zumi Life Service' that helps coordinate the logistics of...
I wrote about Proactive Sleep a while back and wondered how it would be to combine a sensor to automatically record sleep pattern. Well, Zeo gets one step closer to that. Zeo system consists of a wearable headband that measure brain's natural electrical activity. Although their blog has a high-level explanation of how it works, my understanding is that its a single-channel EEG, which seems to be...
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...
David M. Eddy, MD, PhD is a legend when it comes to Evidence-Based Medicine. He coined the term in 1980s, actually. Being exceptionally skilled in mathematics, it was perhaps natural for him to apply it to medicine. The result is Archimedes Model- a mathematical simulation of the human physiology and how it interacts with healthcare interventions. At the heart of the model are a set of ordinary...