I think you should name them so that parents are warned.
Last time QMUL or Barts (basically White) wrote a submission to NICE saying aids and adaptations should not be given to patients.
I think if anyone has paid they should ask for a refund because the CFQ (not scale) is not fit for purpose in measuring fatigue and it certainly isn't a scale.
Its a case of methodology and understanding the algorithms. When training a classifier on data you can give very good results on training data with low error it doesn't mean that the classifier will generalize at all to any unseen data or it that it hasn't picked up on irrelevant features in the...
But when generating a formula like this based on the data you need separate training and test sets otherwise the regression will just pick up on random variations within the given test set based - that is what the regression optimization is designed to do. The way that you know if it works is to...
I know that at least one 3d printer manufacturer is printing parts of its printers. But I don't think they deliver half a printer and expect you to print the rest out yourself.
But they are working on printing metal, electronics etc so perhaps one day!
Machine learning techniques would certainly find patterns in data that humans wouldn't but care needs to be taken that they are not superficial features of the data or collection devices. But the big issue is availability of large volumes of data. Here there is work on things like nano sensors...
I was a bit confused about this because you seem to have 5 responders and 5 non responders. I assume you did a regression calculation to generate a hyperplane that separates the two groups and this gives the equation you quote and hence the ROC curve.
However, its normal to use different data...
There isn't really any evidence to point to in these areas. Without a good understanding of mechanisms its just clustering of reported symptoms and people making guesses over what is important/different.
Its fair to consider them in the guideline scope which I assume says they can look for evidence and give advice on that. I suspect they will find very little evidence but if they do look at what causes deterioration they they may find some evidence for too much activity (or anecdotal evidence...
I think things like Vitamin D should be looked at for all house bound patients as should other vitamins where people struggle with diet. When my daughter was struggling to eat a dietitian was helpful in terms of supplements as well as general advice.
I get the impression there is no real evidence base. I've seen PACE results be quoted by them (but without attribution). I think they do claim an evidence base but never seem to point to anything anyone would think was reliable but rather they seem to believe that if they chant 'evidence based...
I think there is an important point here that I suspect comes from how multidisciplinary teams work in the NHS. To me you need different specialist to do the stuff they do. For example the OTs to look at home adaptations to help with disability. So to include them(and social workers etc) I would...
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