Papers with Code · CC BY-SA 4.0

Colorectal Gland Segmentation:

17 평가 기록 2 datasets

논문

U-Net: Convolutional Networks for Biomedical Image Segmentation

1505.04597 2015-05-18 이 페이지의 평가 5건

Dice: 0.844Hausdorff Distance (mm): 196.9

Learning Steerable Filters for Rotation Equivariant CNNs

1711.07289 2017-11-20 이 페이지의 평가 3건

F1-score: 0.861Dice: 0.888Hausdorff Distance (mm): 139.5

Rotation equivariant vector field networks

1612.09346 2016-12-29 이 페이지의 평가 3건

F1-score: 0.776Dice: 0.782Hausdorff Distance (mm): 251.9

Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis

2002.08725 2020-02-20 이 페이지의 평가 2건

F1-score: 0.837Dice: 0.866Hausdorff Distance (mm): 157.4

Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images

2004.03037 2020-04-06 이 페이지의 평가 1건

F1-score: 0.874Dice: 0.891Hausdorff Distance (mm): 138.4

Group Equivariant Convolutional Networks

1602.07576 2016-02-24 이 페이지의 평가 1건

F1-score: 0.833Dice: 0.856Hausdorff Distance (mm): 170.4

MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images

1806.01963 2018-06-05 이 페이지의 평가 1건

F1-score: 0.869Dice: 0.883Hausdorff Distance (mm): 146.2

Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation

2023-01-01 이 페이지의 평가 1건

F1-score: 0.881Dice: 0.892Hausdorff Distance (mm): 119.5