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yil8 avatar yil8 commented on June 26, 2024

@ilikewind yes, for Normal_*.json files they were generated by random sampling coordinates from the normal tissue mask at some higher level, e.g. level 6.

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wilmerwang avatar wilmerwang commented on June 26, 2024

@yil8 I think the Normal_*.json should include all normal tissue, e.g. Normal_001.json represent the tissue area of Normal_001.tif. so I was confused about random sampling...
thanks.

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yil8 avatar yil8 commented on June 26, 2024

@ilikewind It's always impossible to enumerate all the tissue regions of a normal samples, so you have to do subsampling.

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wilmerwang avatar wilmerwang commented on June 26, 2024

@yil8 In order to check what Normal_.json are, I translate Normal_001.json to Normal_001.xml, so I can visualiize it. but it is obvious that normal_.json include all normal tissue. It is a intersting to use normal*.json than normal tissue mask images.
_20181207221528

and I also want to know more detail you employ for the normal_.json generated. thank you .

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yil8 avatar yil8 commented on June 26, 2024

@ilikewind I'm not quite sure how you generated this figure, it seems the blue dots are concentrated about boundary regions. This might due to the effect of hard negative mining.

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wilmerwang avatar wilmerwang commented on June 26, 2024

@yil8 the figure was generated by your file Normal-001.json at NCRF/jsons/train/.
And I am not sure if you mistake the json file for coordinates/normal_train.txt . It seems we are discuss different issues.
Best wish.

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yil8 avatar yil8 commented on June 26, 2024

@ilikewind I am so sorry, I was completely wrong about your question, and indeed I confused between Normal_001.json with coordinates/normal_train.txt. Normal_001.json was not really used through out this code base. Honestly, I forgot how Normal_*.json were generated, but they were probably not generated base on tissue mask

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wilmerwang avatar wilmerwang commented on June 26, 2024

@yil8 Ok, thanks for your patient. I will do something about it.

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