| KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation | Oct 4, 2020 | 3D Medical Imaging SegmentationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 | 5 |
| Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion | Feb 4, 2022 | Computational EfficiencyImage Registration | CodeCode Available | 1 | 5 |
| Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images | Dec 2, 2021 | Automatic Liver And Tumor SegmentationComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning | Sep 13, 2021 | Computed Tomography (CT)Domain Adaptation | CodeCode Available | 1 | 5 |
| Training on Polar Image Transformations Improves Biomedical Image Segmentation | Sep 29, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Deep Implicit Statistical Shape Models for 3D Medical Image Delineation | Apr 7, 2021 | DescriptiveLiver Segmentation | CodeCode Available | 1 | 5 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 | 5 |
| Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration | Jul 14, 2020 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis | Aug 19, 2019 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Med3D: Transfer Learning for 3D Medical Image Analysis | Apr 1, 2019 | 3D Medical Imaging SegmentationLiver Segmentation | CodeCode Available | 1 | 5 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 | 5 |
| A Reverse Mamba Attention Network for Pathological Liver Segmentation | Feb 23, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 | 5 |
| From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation | Oct 31, 2023 | DecoderDenoising | CodeCode Available | 1 | 5 |
| The Liver Tumor Segmentation Benchmark (LiTS) | Jan 13, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation | Aug 22, 2019 | Liver SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study | Jan 25, 2021 | Image SegmentationLiver Segmentation | CodeCode Available | 0 | 5 |
| Mci-net: multi-scale context integrated network for liver ct image segmentation | May 3, 2023 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Imperfect Segmentation Labels: How Much Do They Matter? | Jun 12, 2018 | Liver SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Liver segmentation and metastases detection in MR images using convolutional neural networks | Oct 15, 2019 | Liver Segmentation | CodeCode Available | 0 | 5 |
| Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations | Jun 23, 2019 | Computed Tomography (CT)Liver Segmentation | CodeCode Available | 0 | 5 |
| Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation | Jul 5, 2019 | Image-to-Image TranslationLiver Segmentation | CodeCode Available | 0 | 5 |
| Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function | May 9, 2019 | Lesion SegmentationLiver Segmentation | CodeCode Available | 0 | 5 |
| SmoothSegNet: A Global-Local Framework for Liver Tumor Segmentation with Clinical KnowledgeInformed Label Smoothing | Oct 13, 2024 | Clinical KnowledgeComputed Tomography (CT) | CodeCode Available | 0 | 5 |
