Table 5 Ablation on endoscopy dataset

From: Deep multimodal state-space fusion of endoscopic-radiomic and clinical data for survival prediction in colorectal cancer

 

Segmentation

Detection

Method

DSC

IoU

Precision

Recall

F1

HydraMamba (Full)

0.856

0.748

0.905

0.931

0.918

w/o AnatoTI

0.826

0.708

0.894

0.900

0.897

w/o APSI

0.842

0.726

0.907

0.882

0.894

w/o dual-stream

0.834

0.717

0.895

0.889

0.892

w/o AnatoTI and APSI

0.814

0.690

0.890

0.870

0.880

  1. Segmentation (DSC, IoU) and detection (Precision, Recall, F1).
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