Linmi Tao

Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models

For medical image segmentation in a real scenario, the amount of accurate annotation data at the pixel level is typically small, which tends to cause an overfitting problem. This manuscript goes deep into the research of the Dropout algorithm, which is commonly used in neural networks to alleviate t…