#Clinical Data

[apaanahealthcaredigital]

Interoperability in healthcare refers to the seamless exchange and use of health information between different systems, applications, and stakeholders. It enables disparate healthcare systems to communicate and share vital patient data in a standardized and meaningful way. 

[alimicart]

I am clinically insane!!!!!!!!!!!!!!!

So I decided to use memory of looping, which gives you +5 hp per loop and the death corridor to get Siffrin to max hp because someone had to do it.

Here’s some data because I’m a cringe STEM major!!!!

Starting hp: 495

+100 hp per every 20 loops

+500 hp per every 100 loops

+1000 hp per every 200 loops

I had calculated that about 1900 loops would be needed to get to that hp, but I must’ve been 1 or so short as I had to get to loop 1902 and I could’ve sworn that I started on loop 1 not loop 2.

I started tracking the amount of loops per hour late so the data from the beginning is missing but the average Loops per hour was 188.625 Lph

If I could attach a data table I would, but I’m not sure how to format that so you’re just gunna have to trust me on that number lol.

[bizarrelittlemew]

what people think being a phd student is like: groundbreaking research, cute academia outfits, lively classroom discussions during teaching, inspiring conferences, writing your thesis in film-worthy libraries and cute coffee shops

what being a phd student is actually like: imposter syndrome, forgetting that you even own nice clothes because you never use them, ending up on 3-4 more daily medications than when you started, trying to make your extremely niche research topic sound impactful on funding applications and getting rejected anyway, searching through 5 different calendars for a 25-minute window where all your supervisors can be there (2 of them won't make it anyway), doing multiple other projects before actually getting to the ones your thesis is about (at least you get your name on papers, which leads us to:), the whole soul-crushing publishing process, getting your patience tested by students who don't prepare for classes at all (but expect you to summarize and explain 3-4 lectures of stuff to them in 5 minutes during a hands-on tutorial), writing your thesis and putting together an assessment committee last minute, starting to feel nausea at the word "networking", experiencing levels of burnout you didn't know existed, university bureaucracy slowly but surely draining your will to live

[370005]

sollux & terezi on beforus are in the business of ruining lives (for fun and profit)

details + bonus doodles under cut

ive been in a beforus mood lately so im thinking abt what the trolls lives could have been like.

sollux and terezi are white collar criminals. i wanted to give her the seer curse of Seeing Things even though she isn't a player, so she utilizes her infinite outcome matrix analysis abilities to forsee tragedies specifically caused by negligence. there was definitely a point in her childhood where she attempted to be a mothmanesque figure, warning potential innocents of upcoming events and terrorizing the people responsible for totally preventable misfortune.

but then she grew up and realized that the people who were responsible for shoddy architecture, massive layoffs, and general societal injustices didn't have a conscience to torment. They were gaming the system for money $$$ and you had to hit them where it hurts. she used her proclivity for predicting small-scale catastrophes to predict how said ensuing scandals would affect the stocks for the entities involved. you can't make the executive heads feel bad about dropping 30% of their staff to feed their own salaries, but you can definitely manipulate the market and ruin their public perception until people are papering their hives with the company currency

sollux, who worked the BSE as their best surveillance analyst, clocked terezi as a front runner when she showed up out of absolutely nowhere and scored huge profits after two consecutive PR disasters led to the bankruptcy of like 8 corps and heavy damage to their subsidiaries. it was kind of impressive, but he had a job to do yaknow? terezi, who was immediately on the run from the beforus finance cops and had to be sneakier and meaner with her manipulation, and sollux became completely obsessed with this criminal mastermind who was VERY easy to track. she was always behind the scenes in every major upset but sloppy about it. he probably should have turned her over to the authorities the second he knew her location. but, let's be honest, can you resist a pyrope on a mission?

after a very tumultuous rivalry that swung red and black like a centrifuge they eventually join forces because it turns out terezi doesn't have any inside info. she's just acting on VERY good hunches. there's honestly not really anything illegal she's doing PERSAY. and then sollux joins the efforts and uses his forensic experience to make her a lot harder to track, as well as collecting sensitive info and facilitating scandals that will rock the bottom line of anyone they consider an enemy. terezi is very into the networking part of it, amassing a silent army of business associates who can do the dirty work for them, either through bribery or blackmail. she knows how to get people to do what she wants >:] it's a bit morally dubious but it's all for the sake of the people.

lots of fun moments with these two, like when sollux brainstorms a series of possible connections that could insinuate that a group of people have been too careless in their various embezzlement schemez and theres a big tower of cards begging to be toppled. or when terezi comes to a sudden realisation that a potential whistleblower's nerve is about to run out and they've gotta act NOW if they want to benefit from the fallout.

these two are always hiding from the 9+ cumulative life sentences they've accrued and the financial ruin theyve rained on corporate beforus. as a result, they pretty much only have each other, and maybe a handful of their most trusted affiliates. kind of hard to nourish any type of relationship when the people close to you are in danger of being implicated in your many crimes and all of your enemies are incredibly wealthy, powerful, and influential. i imagine their luck runs out one day and they're disappeared from society without a trace.

[grison-in-space]

look computational psychiatry is a concept with a certain amount of cursed energy trailing behind it, but I'm really getting my ass chapped about a fundamental flaw in large scale data analysis that I've been complaining about for years. Here's what's bugging me:

When you're trying to understand a system as complex as behavioral tendencies, you cannot substitute large amounts of "low quality" data (data correlating more weakly with a trait of interest, say, or data that only measures one of several potential interacting factors that combine to create outcomes) for "high quality" data that inquiries more deeply about the system.

The reason for that is this: when we're trying to analyze data as scientists, we leave things we're not directly interrogating as randomized as possible on the assumption that either there is no main effect of those things on our data, or that balancing and randomizing those things will drown out whatever those effects are.

But the problem is this: sometimes there are not only strong effects in the data you haven't considered, but also they correlate: either with one of the main effects you do know about, or simply with one another.

This means that there is structure in your data. And you can't see it, which means that you can't account for it. Which means whatever your findings are, they won't generalize the moment you switch to a new population structured differently. Worse, you are incredibly vulnerable to sampling bias because the moment your sample fails to reflect the structure of the population you're up shit creek without a paddle. Twin studies are notoriously prone to this because white and middle to upper class twins are vastly more likely to be identified and recruited for them, because those are the people who respond to study queries and are easy to get hold of. GWAS data, also extremely prone to this issue. Anything you train machine learning datasets like ChatGPT on, where you're compiling unbelievably big datasets to try to "train out" the noise.

These approaches presuppose that sampling depth is enough to "drown out" any other conflicting main effects or interactions. What it actually typically does is obscure the impact of meaningful causative agents (hidden behind conflicting correlation factors you can't control for) and overstate the value of whatever significant main effects do manage to survive and fall out, even if they explain a pitiably small proportion of the variation in the population.

It's a natural response to the wondrous power afforded by modern advances in computing, but it's not a great way to understand a complex natural world.

[cinnamoncianna]

my toxic trait is I lowkey enjoyed basic science research more than clinical research will I go to hell for this

[hhmglobal]

Hospital & Healthcare Journals highlight how EMR solutions drive value through change management, real-time insights, and staff adoption for better care.

[sopranoentravesti]

it’s amazing how quickly in the process of applying to jobs you can vacillate from hope and giddiness to despondency. I heard through the grapevine a week ago that a person is interested in me and asked for my email (requisition has not yet been posted) but I haven’t heard from them yet and in the meantime I’m applying to other jobs but like this job is something I actually would want to do because it is so cool and not just something I would resign myself too in the interest of paying rent and having health insurance but ya know maybe a lady shouldn’t want too much in this climate

[beeapocalypse]

yes pharmas shown up for a single second and does not seem liable to make any repeat appearances but ohmy god man. from what little was there his situation sounds like an absolute nightmare a total spiral with only One conclusion that he put off for as long as possible b4 breaking and theres no sympathy offered to him at all. YES disease that rusts out ppls optics and joints is an extreme first step of resistance and all of the collateral is jacked up but umm. he was fucked no matter what !

[omarfor-orchestra]

Just realised I'm actually studying cancer cure

[apaanahealthcaredigital]

Interoperability in healthcare refers to the seamless exchange and use of health information between different systems, applications, and stakeholders. It enables disparate healthcare systems to communicate and share vital patient data in a standardized and meaningful way.

[ocean-prose]

once again plagued with the urge to yap about motorsport with patients when we're supposed to be doing exercises 💀

[creepyscritches]

blood donating experiences/wisdom for your followers:

-if the bag isn't filled a certain amount like 15 minutes in then they stop the draw because the clotting stuff in the bag won't work right (was dehydrated and they used my weaker vein)

-menstrual cramps and post-blood donation is a really bad time. I saw spots and puked and fainted and had to sign a waiver because I didn't want them to call an ambulance

-a dedicated blood donor center is kept pretty cold. Trying to recover from donation when it's warm is also a really bad time (Texas summer afternoon sunshine) BUT most places have those cool instant ice packs that you snap to activate

-ideally they'll have TVs playing a cooking show otherwise use your free hand to explore the internet

-there are actually lots of little in-chair exercises you can do while donating to help prevent those post-donation episodes! Lots of flexing and stretching of your leg muscles, and most clinics have a handout explaining the exercises

-nutter butters are the elite choice of post-donation snack AND red powerade if they have it

-for all the kinda scary things I just said I'm still a regular donor (O pos!) and really proud to have donated a lot of blood in my life and would highly recommend it to anyone able to do so. I've only had post-donation incidents a handful of times, and the most important things you can do to prevent that are to hydrate aggressively and eat a good meal before you donate.

Thank you for sharing such great insight!! Blood donors are literally the lifeblood of healthcare!

I have never needed a transfusion, but I'm so glad so many step up to make sure there's supplies for everyone's first (or umpteenth) transfusion. ❤️ Looking forward to when I'm well enough to donate myself! Luckily I'm not barred forever, I just need to reach a point where I don't have antibody activity (maybe will happen, maybe not).

And YEAH nutter butters are the elite choice of snack in most situations!!!

[thepastisalreadywritten]

Scotland Yard could be called in to investigate an alleged breach of the Princess of Wales’s private medical data.

The world-renowned London Clinic in Marylebone where the Princess of Wales underwent abdominal surgery in January, launched an investigation amid allegations staff attempted to access her private medical records.

After The Mirror’s world exclusive was picked up around the world this week, sources have said tonight that “up to three people” could be involved in the alleged accessing of Catherine’s medical records.

In a further bombshell, it can be revealed that the alleged breach took place after the future queen was discharged from hospital on January 29, as social media exploded with outlandish and hurtful conspiracy theories relating to her surgery.

Sources said the criminal investigation, described as “unprecedented” and now being run by the Information Commissioner's Office (ICO), could run alongside an additional probe by the Metropolitan Police.

Accessing someone’s medical records without cause or consent can be a criminal offence.

If the ICO investigates and finds evidence that medical records were accessed illegally, it can take action, including prosecuting and fining the person responsible in court.

The development came amid a new statement from the CEO of the The London Clinic, who said:

“There is no place at our hospital for those who intentionally breach the trust of any of our patients or colleagues.”

A source said:

“This is such a unique case that a police investigation could run alongside one by the Information Commissioner's Office.

The IOC will deal with anything as a criminal matter, which could end up in a Magistrate’s Court, but if there were further claims of wrongdoing such as a conspiracy to distribute illegally accessed information, then that could be a matter for the police.”

Scotland Yard has also been urged to launch an immediate investigation, alongside the IOC probe, over fears of a potential royal blackmail plot.

Dai Davies, the former chief superintendent and head of the royal protection unit, said:

“Anyone accused of this most serious breach of trust should be interviewed under caution at the earliest opportunity.

The implications for the royal family are far and wide, and there must be a full probe by Scotland Yard to determine if any further crimes have been committed.”

The Met Police said it had not yet received a referral, but Health Minister Maria Caulfield said today that she understood “police have been asked to look at it.”

Speaking to Sky News, she said it was "pretty serious stuff to be accessing notes that you don't have permission to."

She added:

"I say this as someone who's still on the nursing register, that the rules are very, very clear for all patients.

That unless you're looking after that patient, or they've given you their consent, you should not be looking at patients' notes.

So there are rules in place and the Information Commissioner can levy fines, that can be prosecutions, your regulator.

So as a nurse, my regulator would be the NMC (Nursing and Midwifery Council), can take enforcement action….and can strike you off the register if the breach is serious enough.

So there are particularly hefty implications if you are looking at notes for medical records that you should not be looking at."

Asked if the police should look into the matter, she said: "My understanding is that police have been asked to look at it - whether they take action is a matter for them.”

Fears that the King’s private medical information had also been compromised were dismissed tonight, after Charles spent three nights at the hospital during the same period as the Princess of Wales after undergoing an operation for an enlarged prostate.

Sources confirmed bosses at the hospital had informed Buckingham Palace that the alleged breach being probed did not involve the monarch.

Charles and Catherine were discharged separately just hours apart on January 29.

The King was subsequently diagnosed with “a form of cancer,” announced by Buckingham Palace on February 5.

Senior bosses at the hospital notified the IOC within 72 hours of the alleged breach of Kate’s records, in accordance with the watchdog’s guidelines.

Despite global speculation over the nature of the princess’s surgery, which has sparked wild conspiracy theories across social media and international news outlets, Kensington Palace has gone to great lengths to protect her privacy.

The palace said when Catherine was admitted that she would spend two weeks in hospital and not return to royal duties until after Easter as she continued her recovery at home.

Sources suggested the princess may decide to join the royal family on a scheduled walk to church on Easter Sunday, but no decision had yet been taken.

As the crisis intensified today following The Mirror’s revelations, Al Russell, the CEO at The London Clinic, added:

“Everyone at The London Clinic is acutely aware of our individual, professional, ethical and legal duties with regards to patient confidentiality.

We take enormous pride in the outstanding care and discretion we aim to deliver for all our patients that put their trust in us every day.

We have systems in place to monitor management of patient information and, in the case of any breach, all appropriate investigatory, regulatory and disciplinary steps will be taken.”

The General Medical Council (GMC), which regulates doctors, also said patients must have confidence that their personal information is protected "at all times."

A spokesman for the Prime Minister said:

“Clearly there are strict rules on patient data that must be followed. I think we all want to get behind the Princess of Wales and Prince of Wales and we wish her the speediest of recoveries.”