zxzhijia / Kaggle_TReNDS_Neuroimaging

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CNN related methods #7

Open zxzhijia opened 4 years ago

zxzhijia commented 4 years ago

The paper below uses a 3D ResNet CNN. But not sure what's the score.

https://www.kaggle.com/rftexas/gpu-parallel-training-3d-resnet-cnn

zxzhijia commented 4 years ago

Here is another 3D CNN:

https://www.kaggle.com/mercury01/3d-cnn

zxzhijia commented 4 years ago

This SeuTao, who is the current winner, had posted a short notebook with his github link below using 3DConvNet 9 days ago. @yanzhang9202 We might try this later :)

https://www.kaggle.com/c/trends-assessment-prediction/discussion/147797

https://github.com/SeuTao/RSNA2019_Intracranial-Hemorrhage-Detection/tree/master/3DNet

zxzhijia commented 4 years ago

image

Wenjing has asked a good question :)

zxzhijia commented 4 years ago

@yanzhang9202 It seems from Wenjing's understanding, SeuTao is using 3DConvNet + FNC + loading features together that gives the SOTA so far. What do you think?