This study uses polars [0][1] -- a new Data Science library written in Rust (core) with bindings to Python and Javascript. Perfect replacement for pandas. Polars' claims to fame are speed (faster than pretty much anything out there [2][3]), low memory pressure (very visible when comparing to pandas) and consistent API across Rust, Python, JS. [0] https://www.pola.rs/ [1] https://github.com/pola-rs/polars [2] https://…
I analyzed hospital price lists so you didn't have to
301–310 of 403 posts
Re: I analyzed hospital price lists so you didn't have to
#302Earlier quoted context omitted.
I was in the physical therapy space for over 15 years. The penny pinching that comes from healthcare giants towards their software vendors are dreadful. It prevents any serious software engineering from happening. One customer billed over a billion dollars in a year to Medicare through our software and paid us $1M that year. I'm still not certain that we didn't take a loss to take that client. Passing around financia…
> Passing around financial data on SFTP drops is something that irked me. I see this a moderate amount in fintech, or perhaps at least older fintech? Had a colleague tell me about a new financial info provider he was supposed to connect with for data. "Oh this one will be easy" he was told. "They use oauth". OK... well... you oauth in, then you hit an endpoint that triggers a data build which then puts your data file…
Re: I analyzed hospital price lists so you didn't have to
#303Can you imagine the same solution for our police? Military? Emergency services?
Re: I analyzed hospital price lists so you didn't have to
#304Wrote Hacking Healthcare for O'Reilly, created ClearHealth/HealthCloud open source EMR, managed health systems for 15+ years, blah, blah, blah. It is very good there is are the transparency regulations. It is worth briefly explaining some of the reasons why many facitilities are having a hard time complying. There are some bad actors, absolutely true. However "Hanlons Razor" -- never attribute to malice that which is…
I don't think vendor lock-in is a sufficient explanation here, respectfully. I feel this is why efforts like FHIR are very important, though certainly scratching the surface.
Re: I analyzed hospital price lists so you didn't have to
#305Re: I analyzed hospital price lists so you didn't have to
#306Re: I analyzed hospital price lists so you didn't have to
#307When High Deductible Insurance was introduced the supposed concept was to "give employees a stake in their costs, and therefore lower them for both employer and employee." However, even today doing so is very challenging, and before laws like this it was essentially impossible. There's no way to shop around American healthcare, with the system itself working against you at every turn (e.g. doctors prescribing named b…
And the medical providers (not the insurance company) will always have discounts on their procedures...just have to ask for them. Makes one wonder how steep the mark-ups are.
Re: I analyzed hospital price lists so you didn't have to
#308Wrote Hacking Healthcare for O'Reilly, created ClearHealth/HealthCloud open source EMR, managed health systems for 15+ years, blah, blah, blah. It is very good there is are the transparency regulations. It is worth briefly explaining some of the reasons why many facitilities are having a hard time complying. There are some bad actors, absolutely true. However "Hanlons Razor" -- never attribute to malice that which is…
Interesting, thank you. One remark: > Modernization is hard, time consuming and very expensive. These regulations are a good driver for all that, but it takes time. Having been in some of these boardrooms there is not typically a cartel of evil executives figuring out how to screw patients. A lot of the time it is a group of relatively normal people trying to hold up a technological and business process house of card…
And those who generously give may not oversee how money is spent and likely squandered to a certain degree.
Takes an incredibly self sacrificing individual to risk it all, which is what this requires.
Re: I analyzed hospital price lists so you didn't have to
#309Wrote Hacking Healthcare for O'Reilly, created ClearHealth/HealthCloud open source EMR, managed health systems for 15+ years, blah, blah, blah. It is very good there is are the transparency regulations. It is worth briefly explaining some of the reasons why many facitilities are having a hard time complying. There are some bad actors, absolutely true. However "Hanlons Razor" -- never attribute to malice that which is…
"There are some bad actors, absolutely true. However 'Hanlons Razor' -- never attribute to malice that which is adequately explained by stupidity -- definitely applies." In healthcare especially incompetence opens the door for bad actors to exploit weaknesses in the system which amount to huge amounts of money being wasted. Medical fraud, for example, is one of the most sophisticated organized criminal activities in…
Humalog insulin was patented in the 90s, and IIRC, is what Walmart sells for $25/vial. Novo Nordisk (among others) continually improves the product. Those improved products are where you see the $1k/month prices.
Re: I analyzed hospital price lists so you didn't have to
#310I'm as surprised as anyone to see this #1 on HN. Glad y'all like it. AMA. Feedback, criticism, comments, directions to go, whatever.
I wanted to see how different the price for the knee replacement would be at different hospitals.
https://www.cms.gov/nosurprises/consumers/understanding-cost...