Deans' stroke musings: Study on the effect of rehabilitation therapy based on deep learning on functional recovery of stroke patients with hemiplegia

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, January 31, 2021

Study on the effect of rehabilitation therapy based on deep learning on functional recovery of stroke patients with hemiplegia

No clue what deep learning is.

Study on the effect of rehabilitation therapy based on deep learning on functional recovery of stroke patients with hemiplegia

Xuefei HAN1 , Yongmei Yan2* 1. Shaanxi University of Chinese Medicine, Xianyang, Shaanxi 712046, China 2 Affiliated Hospital of Shaanxi University of Traditional Chinese Medicine, Xianyang, Shaanxi 712000, China *corresponding author

Abstract:

Objective:

Based on deep learning, to explore the clinical effect of early rehabilitation intervention management model on the recovery of neurological function in patients with acute stroke.

Methods:

A total of 86 inpatients in our department from June 2019 to August 2020 were selected. According to the ward distribution, the hospital was randomly divided into routine drug treatment group (control group, 44 cases) and another ward was divided into early comprehensive rehabilitation treatment group (treatment group, 42 cases). The treatment group received regular rehabilitation training in addition to clinical medication, while the control group received clinical medication and self-exercise without guidance. They were evaluated 24 hours before treatment and 7-10 weeks after treatment. The motor function was evaluated by Furl—Meyer motor function integral method (FMA), and the daily living ability was scored by Barthel index.

Results:

There was no significant difference in Barthel index and FMA score between the treatment group and the control group before treatment. After treatment, the two indexes in the control group improved to a certain extent, but compared with the treatment group, the improvement degree was far less than that in the treatment group, and the difference was statistically significant (P < 0.01). The effective rate and total effective rate in the treatment group were significantly higher than those in the control group, with statistical difference between the two groups (P<0.05).

Conclusion:

Early rehabilitation intervention management model can effectively improve the neurological function of patients with acute stroke and improve the clinical efficacy, which is worthy of further promotion and use in clinical practice.