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Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels
v1v2v3v4 (latest)

Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
28 March 2023
Zifu Wang
Teodora Popordanoska
J. Bertels
Robin Lemmens
Matthew B. Blaschko
ArXiv (abs)PDFHTMLGithub (52★)

Papers citing "Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels"

7 / 7 papers shown
RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation
RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation
Zixun Wang
Ben Dai
196
0
0
17 Oct 2025
RAPID-Net: Accurate Pocket Identification for Binding-Site-Agnostic Docking
RAPID-Net: Accurate Pocket Identification for Binding-Site-Agnostic Docking
Y. Balytskyi
Inna Hubenko
A. Balytska
Christopher V. Kelly
282
0
0
04 Feb 2025
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry
  Radiograph via Dual-Face Depth Estimation
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth EstimationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Yi Gu
Y. Otake
Keisuke Uemura
Masaki Takao
Mazen Soufi
S. Okada
Nobuhiko Sugano
Hugues Talbot
Yoshinobu Sato
218
1
0
25 Sep 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Image-level Regression for Uncertainty-aware Retinal Image Segmentation
Trung Dang
Huy Hoang Nguyen
A. Tiulpin
UQCV
362
1
0
27 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform
  Regression
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
Trung Dang
Huy Hoang Nguyen
A. Tiulpin
351
7
0
27 May 2024
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsNeural Information Processing Systems (NeurIPS), 2023
Zifu Wang
Xuefei Ning
Matthew B. Blaschko
VLM
582
31
0
11 Feb 2023
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation
  Losses
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses
Bingyuan Liu
Jose Dolz
Adrian Galdran
Riadh Kobbi
Ismail Ben Ayed
357
41
0
18 Apr 2021
1
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