Liver Segmentation

Loss metrics

Output

https://drive.google.com/drive/folders/1E_P51We1UQW3Xpp_RZYBfXakRy-hF5ou?usp=drive_link

drive link for Data and Results

Total Segmentator

Results for totalsegmentator output

MedSam using totalsegmentator output as prompt box

Average Dice Score across 11 processed volumes: 0.9043 Average Jaccard Score across 11 processed volumes: 0.8282

Results for medsam output.

MedSam using unet model output as prompt box

Average UNet Dice Score across 11 processed volumes: 0.8838 Average UNet Jaccard Score across 11 processed volumes: 0.7958 Average MedSAM Dice Score (UNet Prompt) across 11 processed volumes: 0.8866 Average MedSAM Jaccard Score (UNet Prompt) across 11 processed volumes: 0.8016