Changing stroke rehab and research worldwide now.Time is Brain! trillions and trillions of neurons that DIE each day because there are NO effective hyperacute therapies besides tPA(only 12% effective). I have 523 posts on hyperacute therapy, enough for researchers to spend decades proving them out. These are my personal ideas and blog on stroke rehabilitation and stroke research. Do not attempt any of these without checking with your medical provider. Unless you join me in agitating, when you need these therapies they won't be there.

What this blog is for:

My blog is not to help survivors recover, it is to have the 10 million yearly stroke survivors light fires underneath their doctors, stroke hospitals and stroke researchers to get stroke solved. 100% recovery. The stroke medical world is completely failing at that goal, they don't even have it as a goal. Shortly after getting out of the hospital and getting NO information on the process or protocols of stroke rehabilitation and recovery I started searching on the internet and found that no other survivor received useful information. This is an attempt to cover all stroke rehabilitation information that should be readily available to survivors so they can talk with informed knowledge to their medical staff. It lays out what needs to be done to get stroke survivors closer to 100% recovery. It's quite disgusting that this information is not available from every stroke association and doctors group.

Monday, January 27, 2025

AI Treatments For Stroke Survivors

 ABSOLUTELY FUCKING USELESS! The research to get survivors 100% recovered is not there. You're putting the cart before the horse. ARE YOU THAT BLITHERINGLY STUPID? Artificial intelligence does nothing if the underlying research is not there!

AI Treatments For Stroke Survivors

Each year, more than a million acute stroke cases occur in Europe, with nearly 10 million survivors facing long-term consequences. Data on strokes is plentiful but fragmented, making it difficult to exploit in data-driven treatment strategies. But the toolbox of the high-energy physicist is well adapted to this task. This is why CERN has joined more than 20 public and private partners in the UMBRELLA project, which aims to transform stroke care across Europe. This five-year project is supported by the EU's Innovative Health Initiative and launched in October 2024.

UMBRELLA plans to use advanced digital technologies to develop AI-powered predictive models for stroke management(Survivors don't want their stroke 'managed'; they want 100% recovery! My god, are you stupid!). By standardising real-world stroke data and using tools such as imaging technologies, wearable devices and virtual rehabilitation platforms, UMBRELLA aims to refine every stage of care(NOT RECOVERY!) - from diagnosis to recovery. Based on post-stroke data, AI-driven insights will help clinicians to uncover root causes of strokes, improve treatment precision and predict patient outcomes, reshaping how stroke care(NOT RECOVERY!) is delivered.

Underpinning this endeavour is UMBRELLA's "U-platform" - a data ecosystem based on CERN's machine-learning platform, CAFEIN. CAFEIN was initiated thanks to seed funding from CERN's medical applications budget and uses a decentralised or "federated" approach to train machine-learning algorithms without exchanging data. The U-platform will enable secure, privacy-preserving training of advanced AI algorithms for personalised stroke diagnostics, risk prediction and treatment decisions without sharing sensitive patient data between institutions. Building on CERN's expertise, including its success in federated AI modelling for brain pathologies as part of the EU TRUSTroke project, the CAFEIN team is poised to handle the increasing complexity and scale of data sets required by UMBRELLA.

This ambitious initiative not only showcases CERN's role in pioneering federated-learning technologies but also underscores the broader societal benefits brought by basic science. By pushing technologies beyond the state-of-the-art, CERN and other particle physics laboratories have fuelled innovations that have an impact on our everyday lives. The outcomes of the UMBRELLA project hold the potential to redefine stroke care, delivering life-saving advancements to millions.

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