LIVIAETS boundary-loss issues

LIVIAETS / boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

https://doi.org/10.1016/j.media.2020.101851

MIT License

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issues

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zero question

#62 MrChenDingding opened 10 months ago
0
License Request

#61 paulmthompson opened 10 months ago
0
Whether this loss function can be applied to the partition of a hollow region, that is, a region with two boundaries

#60 MrChenDingding closed 10 months ago
2
Is it possible to train the Boundary Loss code on a GPU?

#59 gita0326 closed 10 months ago
1
Failure of matching datasets of WMH

#58 lorenzoyuan opened 1 year ago
1
Only using boundary loss leads to non convergence

#57 liu-yx17 closed 10 months ago
1
How to one-hot encode a multi-class dataset and how to use Boundary Loss on B x N x W x H logits?

#56 sarmientoj24 closed 10 months ago
2
How to use HausdorffLoss?

#55 Roll77-luo closed 2 years ago
1
How to use HausdorffLoss?

#54 Roll77-luo closed 2 years ago
1
how to adjust the lambda parameter

#53 wcyjerry closed 1 year ago
5
how to use with sigmoid as activation function when meeting binary classification segmentation task

#52 wcyjerry closed 2 years ago
3
About the calculation of dist_map

#51 sd-spf closed 1 year ago
5
Question about the optional argument resolution in the dist_map_transform function

#50 BerenChou closed 2 years ago
1
Is multiplication by negmask in one_hot2dist() irrelevant?

#49 dtoniolo closed 2 years ago
2
Create dist_map for image segmentation mask as label.

#48 gr33n1 closed 2 years ago
2
Can this loss be used for multi-label classification？

#47 MOMOANNIE closed 2 years ago
4
InvalidArgumentError: required broadcastable shapes at loc(unknown) [Op:Mul]

#46 alexiej closed 2 years ago
2
Heterogeneous resolution yields non-zero boundary.

#45 ramonemiliani93 opened 3 years ago
5
ISLES 2018

#44 YLyouthful closed 2 years ago
1
Does einsum really make the code easier to understand

#43 milesial closed 3 years ago
2
Meaning of -1 in the calculation of distance maps

#42 aguirrejuan closed 3 years ago
2
Generalise DiceLoss never decrease

#41 hei6775 closed 3 years ago
3
change of sign in surface loss

#40 ghost closed 3 years ago
2
Need to calculate the background-class loss for Multi-class Segment?

#39 hei6775 closed 3 years ago
1
Boundary loss did not work

#38 Jensen-Su closed 3 years ago
1
An issue in Keras implementation

#37 rose-jinyang closed 3 years ago
0
Help, about the output of net

#36 wftubby closed 3 years ago
3
Is negative boundary loss a problem?

#35 meijie0401 closed 3 years ago
3
Dice loss works, Generalized Dice not?

#34 catweis closed 3 years ago
3
How to properly perform data augmentation on cached distance maps

#33 rayryeng opened 3 years ago
4
Please point the differences between your boundary loss and the reference paper 20 in your paper

#32 jiangx25 closed 3 years ago
1
train unet problem

#31 ljc1231 closed 3 years ago
3
test problem

#30 ljc1231 closed 3 years ago
5
How to apply the boundary loss to 3D images both efficiently and correctly?

#29 xychenunc closed 10 months ago
8
Fix in AlphaScheduler and add a wrapper

#28 akamojo closed 3 years ago
0
Surface loss Keras

#27 AmericaBG closed 3 years ago
1
Visualizing distance map from surface loss

#26 singhvishal0209 closed 3 years ago
1
should not normlize the distance ?

#25 ctxqlxs closed 4 years ago
2
Help. Is this loss function the same with yours. Thanks very much.

#24 YanqingWu closed 4 years ago
2
How to apply to text segmentation?

#23 Whu-wxy closed 4 years ago
2
How to apply to 'instance' segment in neuron segmentation?

#22 Keep-Passion closed 4 years ago
1
SurfaceLoss used for 3D data?

#21 WMeixiang closed 4 years ago
2
how to avoid empty foreground (null values of the softmax probabilities almost everywhere) when using SurfaceLoss alone

#20 kkhuang1990 closed 4 years ago
4
Add surface loss in keras

#19 akamojo closed 3 years ago
1
Negative loss and extreme cases.

#18 RSKothari closed 4 years ago
13
Negative loss values

#17 lleewwiiss closed 4 years ago
7
Surface loss is usually very small compared with Dice

#16 prash-p closed 4 years ago
4
IoU and Dice score estimation in multiclass segmentation

#15 vakkov closed 4 years ago
2
Surface loss in keras-tensorflow

#14 AmericaBG closed 4 years ago
54
error in SurfaceLoss?

#13 FabianIsensee closed 5 years ago
1