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.

Showing posts with label incorrect movement. Show all posts
Showing posts with label incorrect movement. Show all posts

Tuesday, April 21, 2020

Analysis of Detecting Compensation for Robotic Stroke Rehabilitation Therapy using Imbalanced Learning and Outlier Detection

You can see from the first sentence they are laboring under the wrong goal for stroke therapy. The only goal in stroke is 100% recovery for all, get out if you aren't shooting for that goal.  reduce impairments and improve the motor movements. 

THIS IS WHY WE NEED SURVIVORS IN CHARGE. Existing stroke leaders have been doing it all wrong for decades which is why we are so far away from solving stroke.

Analysis of Detecting Compensation for Robotic Stroke Rehabilitation Therapy using Imbalanced Learning and Outlier Detection

Publisher: IEEE





Abstract:
Stroke therapy is essential to reduce impairments and improve the motor movements of stroke survivors, however sessions can be expensive, time consuming, and geographically limited. Robotic stroke therapy seeks to remedy the limitations of traditional stroke therapy, but it is hampered by incorrect movements during the session. Incorrect usage of muscles, called as compensatory movements, can cause problems that can hamper the recovery of the patients.(You mean you don't know that you learn faster by doing incorrect movements and then correcting them? We know that learning from your mistakes is one of the best ways to learn,) Thus, there is a need to develop tools to automatically detect compensatory movements to assist patients doing autonomous therapy sessions. Previous studies on automatic detection using depth sensors did not yield satisfactory results. This study explores class imbalance as a possible reason for the low F1-score results on machine learning classifiers. Different methods to address class imbalance were employed to improve and to analyze the performance of the classifiers. The methods employed allowed the classifiers to sometimes detect compensatory movements however this degraded the performance of detecting the correct movements. Adjusting the decision thresholds of outlier detection algorithms shows this explicitly. Since addressing class imbalance only marginally improves the performance of the classifiers, other possible methods can be explored in conjunction with it. This study shows the possibility of detecting compensations in stroke patients.
Date of Conference: 19-21 Feb. 2020
Date Added to IEEE Xplore: 16 April 2020
ISBN Information:
Publisher: IEEE
Conference Location: Fukuoka, Japan, Japan

 

Monday, October 31, 2016

How Repetition Can Heal Your Brain Faster during Stroke Recovery

But wouldn't incorrect movement actually make you learn faster? Why doesn't your therapist know that?

We know that learning from your mistakes is one of the best ways to learn,

How Repetition Can Heal Your Brain Faster during Stroke Recovery


You’ve heard us preach about the importance of neuroplasticity for stroke recovery before. It’s the #1 thing all stroke survivors should know about.
Neuroplasticity is the healing you need, and repetition is the tool for accessing that healing and speeding your recovery along.
In order to explain why repetition matters so much, we will give a brief overview of neuroplasticity first.

Neuroplasticity – The King of Rehab

Neuroplasticity is the mechanism that your brain uses to rewire itself.
There are two ways that neuroplasticity works: the creation of new connections between neurons (brain cells), and the deletion of old connections.
After stroke, a chunk of the brain is damaged and those brain cells are unable to carry out their tasks. For example, arm movement can become difficult after stroke if the part of the brain responsible for arm movement is affected.
In order to heal from this damage, the surrounding areas of the brain can pick up the slack. Meaning, they can learn the tasks that the damaged parts once controlled. This is neuroplasticity.
But neuroplasticity can only happen through repetitive practice.

Repetition & Neuroplasticity

So if you want to regain arm function after stroke, then you need to repeat arm rehab exercises over and over and over until it sticks and your brain has successfully rewired itself.
Because each time you move your arm, you begin to form and strengthen the connections between the neurons responsible for that arm movement.
That’s why learning a language is so difficult, for instance. We have to repeat new words over and over and over again until they stick. Similarly, that’s why learning how to play a new sport requires lots of practice.
You’re forming new connections in the brain, and it takes time.
So when you grow frustrated during rehab (which is perfectly normal and understandable – here’s an article on how to deal with it), remind yourself of the intricate work that you’re doing.
You’re rewiring your brain!
You’re calling upon your brain the same way that professional athletes call upon their brain. You’re forming new neural networks – and it’s phenomenal!

Repetition & Consistency

So you’ve got the repetition part down now, so you’re good, right? All your bases are covered…
Well, not quite.
The neurons in your brain need good repetition in order to strengthen themselves, but they also need consistency in order to stick.
For example, if you’re really good about repeating your rubber band hand exercises 50 times each, but you only do that once a week, then you’re in trouble.
Because 50 repetitions is great! But the time in between rehab sessions will cause those new connections to weaken.
So if you want to maximize your healing, you need to be repetitious and consistent with your rehab exercises.

Repetition & Motivation

All the examples we’ve been using so far have revolved around movement after stroke – and for good reason. It’s important for your quality of life, safety, and independence.
But another way that you can use neuroplasticity to improve your quality of life is by using it to hardwire motivation into your brain.
This is especially important for those who procrastinate on their rehab exercises or can’t find the willpower to keep going.
Because when you feel like giving up, there’s a thought in your brain telling you to give up. And if that’s a pattern, then your brain is really good at telling you to give up! (Repetitive practice still works even if you’re not aware of it.)
So if you tell yourself to keep going – to keep taking one small step each and every day – and you do that over and over and over, then you will hardwire persistence into your brain.
If you tell yourself that you’ve got this – that all your hard work will pay off even if you can’t see results yet – and you repeat that to yourself multiple times a day, then you will hardwire confidence into your brain.
You have the power to become whatever you want to become.
It’s just a matter of letting go of old connections (like self-doubt and fear) and forming new ones (like persistence and balance).
So, what will you use neuroplasticity for?
Will you repeat those rehab exercises consistently from here on out?
Will you talk kindly to yourself consistently, too?
We always encourage both 🙂