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.

Sunday, February 15, 2026

The role of artificial intelligence in the rehabilitation of patients after stroke: A review

 Artificial intelligence isn't of much use until the ACTUAL RESEARCH IS OUT THERE FOR 100% RECOVERY!

You're putting the cart before the horse, SOLVE 100% RECOVERY FIRST! You'll want that when you are the 1 in 4 per WHO that has a stroke!

Rehab IS NOT THE ANSWER! You need to prevent the neuronal cascade of death in the first week, saving hundreds of millions to billions of neurons. If I had only lost 177 million neurons during the 90 minutes it took to get tPA I'd be easily recovered by now, but NO, my doctors DID NOTHING that first week allowing another billion+ neurons to die!

Here's the research needing to be done, if you don't know about all of them; YOU'RE COMPLETELY FUCKING INCOMPETENT!

  • human testing (258 posts to March 2011)
  • further research (308 posts to August 2012) 
  • The latest here:

    • The role of artificial intelligence in the rehabilitation of patients after stroke: A review




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    Abstract

    Stroke is a leading cause of disability and mortality worldwide, resulting from disruption of blood flow to the brain and leading to the development of significant neurological impairments that negatively impact patients' quality of life. AI technologies, including machine learning, convolutional neural networks, and brain-computer interfaces, make it possible to replicate the mechanisms of natural neural regeneration. AI-based rehabilitation systems can analyze individual patient characteristics and adapt therapeutic strategies in real time, analogous to the process of biological neuroplasticity in the brain. A search was conducted in the international and national electronic databases PubMed, Google Scholar, and eLibrary.ru. To formulate search queries, keywords and phrases reflecting key aspects of post-stroke rehabilitation using AI technologies were used: "artificial intelligence," "post-stroke rehabilitation," "stroke," "machine learning," "neurorehabilitation," "artificial intelligence," "stroke rehabilitation," "stroke," "neurorehabilitation," and "telemedicine." The integration of high-tech neuroimaging methods enhanced by AI algorithms has facilitated the modernization of diagnostics, particularly in the context of the use of deep learning technologies in the analysis of computed tomography and magnetic resonance imaging data, as well as for the automated identification of ischemic penumbras. Predictive modeling based on machine learning algorithms allows for the prediction of parameters such as the extent of functional recovery, the risk of complications, and the degree of disability. The integration of AI into the treatment of post-stroke patients raises a number of ethical, legal, and regulatory issues that must be addressed to ensure its effective use. AI is a tool with the potential to positively impact stroke rehabilitation, and its integration into the treatment process holds great promise. However, it faces a number of challenges that must be addressed to fully realize its potential. Despite challenges such as data heterogeneity and the need for interdisciplinary collaboration, advances in AI technology can contribute to improved stroke rehabilitation outcomes.

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