Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion Dec 11, 2024 GPU Image Segmentation
Code Code Available Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Nov 21, 2023 Contrastive Learning Image Segmentation
Code Code Available AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net Jun 25, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters Feb 9, 2019 Facial Landmark Detection Image Segmentation
Code Code Available Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation Sep 30, 2024 Classification Decision Making
Code Code Available Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Oct 26, 2022 Computed Tomography (CT) GPU
Code Code Available LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Aug 17, 2023 Data Augmentation Diversity
Code Code Available DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Instance Segmentation Medical Image Segmentation
Code Code Available Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Nov 17, 2023 Decoder Image Segmentation
Code Code Available Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Feb 11, 2019 Contour Detection Image Segmentation
Code Code Available A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation Jul 16, 2018 Data Augmentation Medical Image Analysis
Code Code Available Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Aug 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available We Care Each Pixel: Calibrating on Medical Segmentation Model Mar 7, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance Apr 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Dec 14, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Susceptibility of Adversarial Attack on Medical Image Segmentation Models Jan 20, 2024 Adversarial Attack Image Segmentation
Code Code Available Learning To Pay Attention To Mistakes Jul 29, 2020 Image Segmentation Medical Image Segmentation
Code Code Available A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Jun 7, 2023 Active Learning Anatomy
Code Code Available Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Sep 16, 2024 Contrastive Learning Image Segmentation
Code Code Available Learning Non-Unique Segmentation with Reward-Penalty Dice Loss Sep 23, 2020 Medical Image Segmentation Segmentation
Code Code Available Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Aug 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Sep 12, 2024 Image Segmentation Medical Diagnosis
Code Code Available DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available Curriculum Prompting Foundation Models for Medical Image Segmentation Sep 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available CTS: A Consistency-Based Medical Image Segmentation Model May 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Dec 19, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image Segmentation Mar 12, 2025 Active Learning Image Segmentation
Code Code Available Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Feb 5, 2024 Benchmarking Image Segmentation
Code Code Available RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation Jul 12, 2023 Decoder Medical Image Segmentation
Code Code Available CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Oct 3, 2024 image-classification Image Classification
Code Code Available SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation Mar 16, 2023 Image Segmentation Medical Image Segmentation
Code Code Available LadderNet: Multi-path networks based on U-Net for medical image segmentation Oct 17, 2018 Decoder Image Segmentation
Code Code Available SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings Jul 23, 2023 3D Shape Reconstruction Image Segmentation
Code Code Available A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images Jul 13, 2022 General Classification Medical Image Segmentation
Code Code Available Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation Sep 8, 2022 Decoder Image Segmentation
Code Code Available LACFormer: Toward accurate and efficient polyp segmentation Nov 23, 2023 Decoder Image Segmentation
Code Code Available RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Nov 4, 2018 Brain Tumor Segmentation Deep Attention
Code Code Available Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Sep 14, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Kvasir-SEG: A Segmented Polyp Dataset Nov 16, 2019 Image Segmentation Medical Image Analysis
Code Code Available Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Nov 11, 2022 Image Segmentation Knowledge Distillation
Code Code Available Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation May 30, 2023 Data Augmentation Image Segmentation
Code Code Available Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework Jan 31, 2019 Decoder Iris Segmentation
Code Code Available Membership Inference Attacks are Easier on Difficult Problems Feb 15, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation Jul 12, 2023 Image Segmentation Medical Image Segmentation
Code Code Available IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet Nov 19, 2018 GPU Medical Image Segmentation
Code Code Available Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Feb 20, 2018 image-classification Image Classification
Code Code Available 