OpenCodePapers
liver-segmentation-on-lits2017
Medical Image Segmentation
Liver Segmentation
Dataset Link
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Paper
Code
IoU
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ModelName
ReleaseDate
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Training on Polar Image Transformations Improves Biomedical Image Segmentation
✓ Link
89.85
93.02
Polar U-Net
2021-09-29
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation
✓ Link
89.46
KiU-Net 3D Liver
2020-10-04
Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration
✓ Link
85.6
92.27
Semantic Genesis
2020-07-14
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis
✓ Link
79.52
91.13
ModelGenesis
2019-08-19
CT Liver Segmentation via PVT-based Encoding and Refined Decoding
✓ Link
78.46
86.78
3.50
PVTFormer
2024-01-17
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
✓ Link
96.5
H-DenseUnet Liver
2017-09-21
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation
✓ Link
94.23
KiU-Net 3D
2020-10-04
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function
✓ Link
94
U-Net LiS (MICCAI 17)
2019-05-09
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
✓ Link
82.4
H-DenseUnet Lession
2017-09-21