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Neurologic Manifestations of Long COVID
07-16-2023, 08:02 AM
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#271
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Originally Posted By J.L.C.⏩
Without knowing how they “supervised” their machine learning model and how they programmed the analysis tools it’s impossible to know what exactly they are determining in that study, regardless of how many fancy words they throw around.Brain imaging and neuropsychological assessment of individuals recovered from a mild to moderate SARS-CoV-2 infection
"In this case–control study, we demonstrate that non-vaccinated individuals recovered from a mild to moderate severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) infection show significant alterations of the cerebral white matter identified by diffusion-weighted imaging, such as global increases in extracellular free water and mean diffusivity."
https://www.pnas.org/doi/10.1073/pnas.2217232120
Difficult to attribute these results to vaccines.
"In this case–control study, we demonstrate that non-vaccinated individuals recovered from a mild to moderate severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) infection show significant alterations of the cerebral white matter identified by diffusion-weighted imaging, such as global increases in extracellular free water and mean diffusivity."
https://www.pnas.org/doi/10.1073/pnas.2217232120
Difficult to attribute these results to vaccines.
“ We examined the predictive capacity of derived imaging markers employing a supervised machine learning approach (Fig. 5).”
We also don’t know what their python code looks like:
“All statistical analyses were conducted in Python 3.9.1”
However, when seeing what types of competing interests there are it can provide insight into what they may have “steered” their program towards concluding:
Competing interestsJ.G. has received speaker fees from Lundbeck, Janssen-Cilag, Lilly, Otsuka, and Boehringer outside the submitted work. J.F. reported receiving personal fees from Acandis, Cerenovus, Microvention, Medtronic, Phenox, and Penumbra; receives grants from Stryker and Route 92; is managing director of eppdata; and owns shares in Tegus and Vastrax, all outside the submitted work. C.G. reports personal fees from Abbott, Amgen, Bayer, Boehringer Ingelheim, Daiichi Sankyo, GlaxoSmithKline, Novartis, and Prediction Biosciences, outside the submitted work. G.T. has received fees as consultant or lecturer from Acandis, Alexion, Amarin, Bayer, Boehringer Ingelheim, BristolMyersSquibb/Pfizer, Daichi Sankyo, Portola, and Stryker, outside the submitted work. The remaining authors declare no conflicts of interest.
07-16-2023, 08:07 AM
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#272
07-16-2023, 08:08 AM
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#273
Originally Posted By jtaylor2010⏩
That's how MRI analysis works and the tools are cited.Without knowing how they “supervised” their machine learning model and how they programmed the analysis tools it’s impossible to know what exactly they are determining in that study, regardless of how many fancy words they throw around.
Supervised machine learning uses labeled (ground truth) data to train the model.
If you want to review their code, it's here:
https://github.com/csi-hamburg/2022_...covid_imaging/
07-16-2023, 08:19 AM
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#274
07-16-2023, 08:23 AM
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#275
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Originally Posted By J.L.C.⏩
Were these the people “supervising” the machine learning to train the model??That's how MRI analysis works and the tools are cited.
Supervised machine learning uses labeled (ground truth) data to train the model.
If you want to review their code, it's here:
https://github.com/csi-hamburg/2022_...covid_imaging/
Supervised machine learning uses labeled (ground truth) data to train the model.
If you want to review their code, it's here:
https://github.com/csi-hamburg/2022_...covid_imaging/
However, when seeing what types of competing interests there are it can provide insight into what they may have “steered” their program towards concluding:
Competing interestsJ.G. has received speaker fees from Lundbeck, Janssen-Cilag, Lilly, Otsuka, and Boehringer outside the submitted work. J.F. reported receiving personal fees from Acandis, Cerenovus, Microvention, Medtronic, Phenox, and Penumbra; receives grants from Stryker and Route 92; is managing director of eppdata; and owns shares in Tegus and Vastrax, all outside the submitted work. C.G. reports personal fees from Abbott, Amgen, Bayer, Boehringer Ingelheim, Daiichi Sankyo, GlaxoSmithKline, Novartis, and Prediction Biosciences, outside the submitted work. G.T. has received fees as consultant or lecturer from Acandis, Alexion, Amarin, Bayer, Boehringer Ingelheim, BristolMyersSquibb/Pfizer, Daichi Sankyo, Portola, and Stryker, outside the submitted work. The remaining authors declare no conflicts of interest.
07-16-2023, 08:24 AM
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#276
07-16-2023, 08:27 AM
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#277
07-16-2023, 08:29 AM
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#278
- Dave22reborn
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- Dave22reborn
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Originally Posted By x-trainer
How's your sickly female friend doing? The one that was bed ridden for two weeks from the weakest variant, even though she was vaccinated?Another really good article.
1. "but also impacts various other organ systems during the acute phase and well beyond (1, 5, 6).
Neurological symptoms, such as headache, fatigue, memory, and attention deficits, may significantly impede well-being in individuals suffering from COVID-19 sequelae (4, 7, 8).
Advancing our understanding of the underlying pathological mechanisms will be crucial for addressing future health care needs."
2. "findings indicate the presence of a prolonged neuroinflammatory response to the initial viral infection."
1. "but also impacts various other organ systems during the acute phase and well beyond (1, 5, 6).
Neurological symptoms, such as headache, fatigue, memory, and attention deficits, may significantly impede well-being in individuals suffering from COVID-19 sequelae (4, 7, 8).
Advancing our understanding of the underlying pathological mechanisms will be crucial for addressing future health care needs."
2. "findings indicate the presence of a prolonged neuroinflammatory response to the initial viral infection."
Is she suffering from "Long Covid?" Who am I kidding, of course she is......
07-16-2023, 08:30 AM
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#279
- Dave22reborn
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So billions of people are suffering from "Long Covid?"
OP........."I didn't say that, point out the post where I said that......."
Now, let me post another study where people now have low T, and are impotent from the Rona.......
OP........."I didn't say that, point out the post where I said that......."
Now, let me post another study where people now have low T, and are impotent from the Rona.......
07-16-2023, 08:31 AM
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#280
- NuggzTheNinja
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- NuggzTheNinja
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Originally Posted By J.L.C.⏩
No no, re-read my post. I did not say that all of their statistical tests are invalid. I said that assumptions are not met for some of their statistical tests because it's true - look at those violin plots. You're using your imagination to obtain a meaningful mean and standard deviation from those distributions.The exact test is an exact test.
You suggested their selected tests were invalid due to unequal sample sizes. Why do you think the parameter estimates were unstable?
You suggested their selected tests were invalid due to unequal sample sizes. Why do you think the parameter estimates were unstable?
There are bigger problems with the study. You have conveniently ignored all of them to focus on this minute issue, one line in my entire post.
Originally Posted By J.L.C.⏩
Those two statements are not inclusive at all. Our response to COVID definitely impacted the economy, of this there is zero doubt. If you want to make the claim that "long COVID," specifically, is impacting the economy, that's a separate issue altogether. As for the China bioweapon theory, I've been saying this since the beginning and if this was their plan it worked perfectly: release a virus that provokes a response below the threshold of armed conflict, and rely on disinformation agents and hypochondriacs (i.e., you) and crooked paid-off politicians (use your imagination on this) to boost the signal and tank the US economy. It worked perfectly.I take it as yet another indicator that long covid might be real and impacting people and the economy.
Is it possible, that if covid was an engineered bioweapon designed to attack the West, that maybe it wasn't an epic fail?
Is it possible, that if covid was an engineered bioweapon designed to attack the West, that maybe it wasn't an epic fail?
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07-16-2023, 08:31 AM
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#281
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Originally Posted By J.L.C.⏩
Who supervised the training of the machine learning?No.
They provide all of the code and data.
They provide all of the code and data.
07-16-2023, 08:33 AM
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#282
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Originally Posted By J.L.C.⏩
Source??What causes the brain damage after covid infection when someone isn't vaccinated?
You suggested it's vaccines, not covid.
You suggested it's vaccines, not covid.
07-16-2023, 08:35 AM
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#283
07-16-2023, 08:38 AM
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#284
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Originally Posted By J.L.C.⏩
Who created and/or selected the algorithm?Regression is supervised machine learning.
07-16-2023, 08:40 AM
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#285
- x-trainer ben
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Originally Posted By Dave22reborn⏩
Nope!How's your sickly female friend doing? The one that was bed ridden for two weeks from the weakest variant, even though she was vaccinated?
Is she suffering from "Long Covid?" Who am I kidding, of course she is......
Is she suffering from "Long Covid?" Who am I kidding, of course she is......
There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 08:41 AM
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#286
- x-trainer ben
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Originally Posted By Anachron⏩
Nope family reunion in South Carolina, will you ever get anything correct?Maybe she is still isolating in the garage?

There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 08:41 AM
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#287
- Dave22reborn
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- Dave22reborn
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Originally Posted By Anachron⏩
He had to walk her dog, because she was too weak, she just couldn't get out of bed. He said that she WAS vaccinated, but not boosted......Maybe she is still isolating in the garage?

07-16-2023, 08:42 AM
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#288
- Dave22reborn
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- Dave22reborn
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Originally Posted By x-trainer
Whoa, family reunion, gonna leave your mask at home?Nope family reunion in South Carolina, will you ever get anything correct?
07-16-2023, 08:42 AM
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#289
- x-trainer ben
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Originally Posted By Dave22reborn⏩
2 different people, you are slipping badly old man!He had to walk her dog, because she was too weak, she just couldn't get out of bed. He said that she WAS vaccinated, but not boosted......
There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 08:43 AM
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#290
Originally Posted By NuggzTheNinja⏩
Agreed. Point estimates and meaningless "confidence" intervals are poor practice with noisy and broadly distributed data.No no, re-read my post. I did not say that all of their statistical tests are invalid. I said that assumptions are not met for some of their statistical tests because it's true - look at those violin plots. You're using your imagination to obtain a meaningful mean and standard deviation from those distributions.
There are bigger problems with the study. You have conveniently ignored all of them to focus on this minute issue, one line in my entire post.
I disagree. I think the authors identified many of the same limitations and state the work is exploratory.Neither I, nor the authors, hold this up as a perfect or definitive study or data set
Those two statements are not inclusive at all. Our response to COVID definitely impacted the economy, of this there is zero doubt. If you want to make the claim that "long COVID," specifically, is impacting the economy, that's a separate issue altogether. As for the China bioweapon theory, I've been saying this since the beginning and if this was their plan it worked perfectly: release a virus that provokes a response below the threshold of armed conflict, and rely on disinformation agents and hypochondriacs (i.e., you) and crooked paid-off politicians (use your imagination on this) to boost the signal and tank the US economy. It worked perfectly.
My position is that together with the other organic signs of covid infection long covid infestations suggest it's possible the virus causes damage beyond acute infection.Damage that does not appear to be prevented by current vaccines.
07-16-2023, 08:50 AM
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#291
- Dave22reborn
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Originally Posted By x-trainer
Sure Benny, how about that straight guy who got Monkeypox from bumping into someone at a concert? Is he doing okay?2 different people, you are slipping badly old man!
07-16-2023, 08:52 AM
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#292
- x-trainer ben
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Originally Posted By Anachron⏩
When grown adults make decisions, you can't change their minds.I sure hope there are garages in South Carolina, because if someone gets the sniffles, they need to go live in the garage!
It's the right thing to do when you "trust the science".
It's the right thing to do when you "trust the science".


There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 08:53 AM
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#293
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Originally Posted By Dave22reborn⏩
It isn't my immediate family, it is hers; got dam you are swinging and missing badly today, go back to bed.Whoa, family reunion, gonna leave your mask at home?
There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 08:54 AM
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#294
07-16-2023, 08:55 AM
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#295
- x-trainer ben
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Originally Posted By Dave22reborn⏩
Never met him, 0 for 3 Dave struckout badly chasing way outside of the strike zone.Sure Benny, how about that straight guy who got Monkeypox from bumping into someone at a concert? Is he doing okay?
Dude needs batting practice or to stay on topic.
There is an unspoken thing, we are iron brothers and sisters, we are to support each other and...It is our duty to support our brothers and sisters in the iron game!
07-16-2023, 09:02 AM
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#296
- Dave22reborn
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- Dave22reborn
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Originally Posted By x-trainer
You're defending someone isolating in a garage???When grown adults make decisions, you can't change their minds.

07-16-2023, 09:04 AM
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#297
- Dave22reborn
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Originally Posted By x-trainer
Sure Benny, from the sounds of it, maybe it's a good thing you ARE vaccinated. You're 230lbs of dense, rock hard muscle. Who knows, if you somehow got the Rona, you might have suffered from "Long Covid."Never met him, 0 for 3 Dave struckout badly chasing way outside of the strike zone.
Dude needs batting practice or to stay on topic.
Dude needs batting practice or to stay on topic.
07-16-2023, 09:08 AM
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#298
- Paul Kreul
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- Paul Kreul
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It’s a good thing I got those natural antibodies working for me. Haven’t been sick since Dec. 2019. Can’t say the same for every jabbed person I know

07-16-2023, 09:10 AM
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#299
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