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patients without Y or N checks? #42

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ciorozco opened this issue Mar 21, 2020 · 4 comments
Open

patients without Y or N checks? #42

ciorozco opened this issue Mar 21, 2020 · 4 comments
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question Further information is requested

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@ciorozco
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hello, in the survival column of the metadata.csv file do you have patients without Y or N checks, how do we take these samples for training and validation?

thank you

@ciorozco ciorozco changed the title patients without Y or N checks patients without Y or N checks? Mar 21, 2020
@ieee8023
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It is just missing data. The sources may have been updated since the inages were added. If you find the outcome of patients let me know and I will update the file.

Missing data is just a research challenge on how to deal with it. Look into few shot learning, semi-supervised learning, and meta-learning. They all address this problem in some way.

@ieee8023 ieee8023 added the question Further information is requested label Mar 21, 2020
@JiayuanDing100
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In metadata, the survival label means whether he/she survives. Do we have label whether the patient is confirmed with covid19 or not?

@bganglia
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@JiayuanDing100 The patient has COVID-19 if the string "COVID-19" is in the "finding" column.

@ines321
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ines321 commented Nov 5, 2020

In metadata, the view label of X-ray images was "AP", "PA",.. can we take all views for training ?

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