Interactive 3D Medical Image Segmentation with SAM 2 Aug 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Oct 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation Nov 5, 2019 All Data Augmentation
Code Code Available 1One-shot Weakly-Supervised Segmentation in Medical Images Nov 21, 2021 Denoising Image Segmentation
Code Code Available 1Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Oct 8, 2023 Data Augmentation Image Segmentation
Code Code Available 1Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation Feb 8, 2022 Contrastive Learning Image Segmentation
Code Code Available 1DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available 1Optimizing Vision Transformers for Medical Image Segmentation Oct 14, 2022 Domain Adaptation Image Segmentation
Code Code Available 1CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation May 1, 2024 Image Segmentation Knowledge Distillation
Code Code Available 1CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available 1Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Apr 3, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available 1Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Sep 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Feb 4, 2022 Computational Efficiency Image Registration
Code Code Available 1PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates Jul 20, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Oct 2, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Jul 7, 2024 Decoder Image Segmentation
Code Code Available 1AI-SAM: Automatic and Interactive Segment Anything Model Dec 5, 2023 Medical Image Segmentation Semantic Segmentation
Code Code Available 1Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available 1CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation Nov 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Jul 25, 2024 Computational Efficiency Decoder
Code Code Available 1Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR Feb 29, 2024 Decoder Medical Image Segmentation
Code Code Available 1A context based deep learning approach for unbalanced medical image segmentation Jan 8, 2020 Deep Learning Image Segmentation
Code Code Available 1CateNorm: Categorical Normalization for Robust Medical Image Segmentation Mar 29, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 1Federated Cross Learning for Medical Image Segmentation Apr 5, 2022 Ensemble Learning Federated Learning
Code Code Available 1Few Shot Medical Image Segmentation with Cross Attention Transformer Mar 24, 2023 Few-Shot Learning Image Segmentation
Code Code Available 1DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Jun 12, 2021 Decoder Image Segmentation
Code Code Available 1Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation Mar 16, 2022 Image Segmentation Medical Image Analysis
Code Code Available 1Automatic Data Augmentation for 3D Medical Image Segmentation Oct 7, 2020 Data Augmentation Diversity
Code Code Available 1Gaze-Assisted Medical Image Segmentation Oct 23, 2024 Diagnostic Image Segmentation
Code Code Available 1CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 1Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available 1HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images Sep 1, 2022 Boundary Detection Decoder
Code Code Available 1CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available 1DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available 1A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation Mar 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 1DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 1Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Jan 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Jan 25, 2024 Anatomy Image Segmentation
Code Code Available 1ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Apr 5, 2023 Contrastive Learning Image Segmentation
Code Code Available 1E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 1Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Sep 19, 2024 Domain Generalization Image Segmentation
Code Code Available 1Prompt Tuning for Parameter-efficient Medical Image Segmentation Nov 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Oct 19, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Jun 16, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1DB-SAM: Delving into High Quality Universal Medical Image Segmentation Oct 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Feb 2, 2022 Decoder Image Segmentation
Code Code Available 1DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available 1FastGeodis: Fast Generalised Geodesic Distance Transform Jul 26, 2022 CPU GPU
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