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Datasets:
JLrumberger
/
Pan-Multiplex

Tasks:
Image Segmentation
Tags:
multiplexed imaging
digital pathology
License:
Dataset card Files Community
1
JLrumberger commited on
Commit
3f573eb
•
1 Parent(s): 0f84d93

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Add datasets except mibi_breast

Files changed (4) hide show
  1. .gitattributes +1 -0
  2. experimental_results.csv +5 -0
  3. gt_pred_ie_consolidated.csv +3 -0
  4. mibi_decidua.zip +3 -0
.gitattributes CHANGED
@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.jpg filter=lfs diff=lfs merge=lfs -text
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  *.jpeg filter=lfs diff=lfs merge=lfs -text
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  *.webp filter=lfs diff=lfs merge=lfs -text
 
 
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  *.jpg filter=lfs diff=lfs merge=lfs -text
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  *.jpeg filter=lfs diff=lfs merge=lfs -text
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  *.webp filter=lfs diff=lfs merge=lfs -text
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+ gt_pred_ie_consolidated.csv filter=lfs diff=lfs merge=lfs -text
experimental_results.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
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+ ,four_channel,two_channel,full_resolution,half_resolution,naive,noise_robust,Res-U-Net,EfficientNetV2-S,EfficientNetV2-M,EfficientNetV2-L,NASNet-M,NASNet-L,ResNet50,ResNet101,ResNet152
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+ Precision,0.9472962258061284,0.9676620589266942,0.9676620589266942,0.9542546628855278,0.9542546628855278,0.8541787242637255,0.9617894023323184,0.9542546628855278,0.920347522113987,0.9631984221065604,0.968564142223158,0.947785846339323,0.9534849436286468,0.9757284827492956,0.9856793165167552
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+ Recall,0.6690549172587568,0.6758547575522014,0.6758547575522014,0.7180863353340154,0.7180863353340154,0.8497555525408883,0.747699057002856,0.7180863353340154,0.7381067758958937,0.6483814367775651,0.5882577051349781,0.6802597755584984,0.6565433804903298,0.5888569828913806,0.49929841326233
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+ Specificity,0.9969824852434688,0.9967522320707484,0.9967522320707484,0.9972389634741446,0.9972389634741446,0.9853679125984568,0.9970551524244391,0.9972389634741446,0.9947292873094892,0.997737507887896,0.9984149827863076,0.997007626251112,0.9975840959161564,0.998773672701563,0.9995848159339076
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+ F1 score,0.7734436944915033,0.7785670153759252,0.7785670153759252,0.8110999248619934,0.8110999248619934,0.8501606480725389,0.8344419666748003,0.8110999248619934,0.8112235401060206,0.7588638983860129,0.7090337972206573,0.7836193492543798,0.767502614530812,0.7038593809236848,0.6316780101633183
gt_pred_ie_consolidated.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:10f2787632ac824c078489a87cd7e57982ca967e17d76f2fdc8f502e598fe253
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+ size 135403624
mibi_decidua.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:723a4c6863ca49bc063e0f6eead3a7bbf8d4d8ecb3992882739beeb7ad51eaea
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+ size 3026432880