DA-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 5 ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Mar 25, 2025 Image Segmentation Lesion Segmentation
Code Code Available 5 Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available 5 DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Dec 21, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation Aug 25, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Sep 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 A Unified Framework for U-Net Design and Analysis May 31, 2023 Decoder Image Segmentation
Code Code Available 5 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Dec 17, 2024 Contrastive Learning Image Segmentation
Code Code Available 5 Deep learning approach to left ventricular non-compaction measurement Nov 30, 2020 CPU Deep Learning
Code Code Available 5 E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available 5 DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available 5 DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available 5 Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Analysis
Code Code Available 5 E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences Jun 21, 2023 Dimensionality Reduction Image Segmentation
Code Code Available 5 MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Oct 31, 2024 Image Segmentation Mamba
Code Code Available 5 MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation May 16, 2021 Image Segmentation Lesion Segmentation
Code Code Available 5 EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Sep 20, 2021 Image Segmentation Interactive Segmentation
Code Code Available 5 Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Feb 8, 2021 Image Segmentation Medical Image Analysis
Code Code Available 5 Effect of Prior-based Losses on Segmentation Performance: A Benchmark Jan 7, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available 5 Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Oct 20, 2012 Image Segmentation Segmentation
Code Code Available 5 Efficient Mask Correction for Click-Based Interactive Image Segmentation Jan 1, 2023 Image Segmentation Segmentation
Code Code Available 5 Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation Jul 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Efficient Mirror Detection via Multi-level Heterogeneous Learning Nov 28, 2022 Image Segmentation Mirror Detection
Code Code Available 5 AutoFocusFormer: Image Segmentation off the Grid Apr 24, 2023 Image Segmentation Instance Segmentation
Code Code Available 5 CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation Apr 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image Segmentation Jun 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription Jan 9, 2025 Denoising Image Segmentation
Code Code Available 5 DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows May 30, 2021 GPU Image Segmentation
Code Code Available 5 Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics Dec 20, 2019 Image Segmentation Segmentation
Code Code Available 5 DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Dec 27, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Jun 24, 2020 Data Augmentation Image Segmentation
Code Code Available 5 Revisiting the Encoding of Satellite Image Time Series May 3, 2023 Image Segmentation object-detection
Code Code Available 5 SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation Sep 3, 2024 Change Detection Decoder
Code Code Available 5 EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation Jan 1, 2025 Decoder Image Segmentation
Code Code Available 5 EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder Jul 23, 2024 Decoder Image Segmentation
Code Code Available 5 A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations Apr 20, 2020 Image Segmentation Medical Image Analysis
Code Code Available 5 Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis Aug 18, 2023 Image Segmentation Segmentation
Code Code Available 5 M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision Dec 14, 2022 Brain Tumor Segmentation Domain Adaptation
Code Code Available 5 Microstructural segmentation using a union of attention guided U-Net models with different color transformed images Apr 7, 2023 2D Semantic Segmentation Image Segmentation
Code Code Available 5 Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image Segmentation Oct 3, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation Sep 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Conformal Prediction for Image Segmentation Using Morphological Prediction Sets Mar 7, 2025 Conformal Prediction Image Segmentation
Code Code Available 5 An Efficient Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation Feb 21, 2022 Image Segmentation Segmentation
Code Code Available 5 Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer Dec 18, 2024 Image Segmentation Medical Image Analysis
Code Code Available 5 Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images May 31, 2022 GPU Image Segmentation
Code Code Available 5 