| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Learnable Weight Initialization for Volumetric Medical Image Segmentation | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation | Mar 29, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling | Mar 16, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| nnFormer: Interleaved Transformer for Volumetric Segmentation | Sep 7, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Positional Contrastive Learning for Volumetric Medical Image Segmentation | Jun 16, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation | Oct 4, 2020 | 3D Medical Imaging SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus | Jun 23, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
