Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available 1AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Jun 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Mar 18, 2023 Contrastive Learning Image Segmentation
Code Code Available 1OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Jul 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Apr 8, 2025 Decoder GPU
Code Code Available 1On uncertainty estimation in active learning for image segmentation Jul 13, 2020 Active Learning Image Segmentation
Code Code Available 1CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available 1EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation Jan 1, 2025 Decoder Image Segmentation
Code Code Available 1EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available 1Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation May 22, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 1Partial supervision for the FeTA challenge 2021 Nov 3, 2021 Brain Segmentation Image Segmentation
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 1A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation Apr 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Apr 9, 2018 Brain Segmentation image-classification
Code Code Available 1DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Oct 19, 2023 Data Augmentation Image Generation
Code Code Available 1FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation May 4, 2022 Federated Learning Image Segmentation
Code Code Available 1Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation Mar 23, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 1PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation Mar 9, 2022 Decoder Image Segmentation
Code Code Available 1Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
Code Code Available 1Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Sep 21, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 1Cardiac Segmentation with Strong Anatomical Guarantees Jun 15, 2020 Cardiac Segmentation Image Segmentation
Code Code Available 1Few Shot Medical Image Segmentation with Cross Attention Transformer Mar 24, 2023 Few-Shot Learning Image Segmentation
Code Code Available 11M parameters are enough? A lightweight CNN-based model for medical image segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Aug 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Positional Contrastive Learning for Volumetric Medical Image Segmentation Jun 16, 2021 Contrastive Learning image-classification
Code Code Available 1PraNet: Parallel Reverse Attention Network for Polyp Segmentation Jun 13, 2020 Camouflaged Object Segmentation Camouflage 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 1Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available 1ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Oct 11, 2021 Federated Learning Image Segmentation
Code Code Available 1Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available 1A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Jun 14, 2019 image-classification Image Classification
Code Code Available 1Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation Jan 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 1Prompt Tuning for Parameter-efficient Medical Image Segmentation Nov 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 1Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder Image Segmentation
Code Code Available 1How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Jun 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available 1Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available 1CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation Jan 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1pyssam -- a Python library for statistical modelling of biomedical shape and appearance Jan 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 1Q-Net: Query-Informed Few-Shot Medical Image Segmentation Aug 24, 2022 Anomaly Detection Image Segmentation
Code Code Available 1QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation Dec 23, 2024 Breast Cancer Detection Decoder
Code Code Available 1I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Nov 28, 2023 Decoder Image Segmentation
Code Code Available 1CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 1RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation Jan 13, 2023 Contrastive Learning Image Segmentation
Code Code Available 1Realistic Adversarial Data Augmentation for MR Image Segmentation Jun 23, 2020 Data Augmentation Image Segmentation
Code Code Available 1Learning Euler's Elastica Model for Medical Image Segmentation Nov 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 1Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
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