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MACPnet

MACPnet, based on multi-axis attention and convolution parallelism, is capable of simultaneously capturing long-range and local relationships among the original image pixels. In the segmentation task of organoid structures, it has achieved a certain level of improvement.

Testing the segmentation capabilities of the PDAC dataset

Note

In order to be able to reproduce the code more securely, if the script is unable to download the pre-training weights automatically, you can also download them yourself and put them in the specified folder. C:\Users\your_computer_name\ .cache\huggingface\hub https://drive.google.com/file/d/1Eax9eBS_O5681x1vMVtObw8VuaKTOMbA/view?usp=sharing

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Using for the segmentation of organoids

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