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Jun-Jie-Shi / M2FTrans

[IEEE-JBHI'2023] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation
https://doi.org/10.1109/JBHI.2023.3326151
MIT License
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How to calculate p-value #6

Open Deer231 opened 2 months ago

Deer231 commented 2 months ago

Hello, I would like to ask you another question. How is the p-value in your experimental data calculated? What data is used for the calculation, and what method is used for the calculation? Your answer will be very helpful to me. Translate into English.

Jun-Jie-Shi commented 2 months ago

@Deer231 Hello, in our experimental calculations, we first counted the average scores (DSC or HD95, under 15 multi-modal settings) of each test sample using different methods/models, and then performed a paired-sample T-Test of the calculated average scores between our proposed method and the other method (here we directly used the T-Test function in the Excel for calculations), I hope this will help you.