Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network

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Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network #5

Open NHZlX opened 6 years ago

NHZlX commented 6 years ago

https://arxiv.org/abs/1711.08324 (Submitted on 22 Nov 2017)

NHZlX commented 6 years ago

1.Preprocess is very import 2.Use 3D-RPN to tackle nodule detection(the input is N D C H W, so use 3d Conv) 3.Use Noisy-or model (MIL pooling Layer) to tackle classification.

NHZlX commented 6 years ago

Data preprocess

NHZlX commented 6 years ago

3D RPN

NHZlX commented 6 years ago

Noisy-or Model