CNN-based Segmentation of Medical Imaging Data Jan 11, 2017 Brain Tumor Segmentation Image Segmentation
Code Code Available FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness Jul 2, 2024 Federated Learning Image Segmentation
Code Code Available FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation Aug 21, 2024 Disentanglement Federated Learning
Code Code Available Scribble-supervised Cell Segmentation Using Multiscale Contrastive Regularization Jun 25, 2023 Cell Segmentation Image Segmentation
Code Code Available Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Mar 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation Jun 27, 2023 Contrastive Learning Image Segmentation
Code Code Available ScribbleVS: Scribble-Supervised Medical Image Segmentation via Dynamic Competitive Pseudo Label Selection Nov 15, 2024 Image Segmentation Medical Image Segmentation
Code Code Available FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Oct 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available U-Net Fixed-Point Quantization for Medical Image Segmentation Aug 2, 2019 Image Segmentation Medical Image Segmentation
Code Code Available APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation Oct 4, 2022 Decoder Image Segmentation
Code Code Available Topology-Preserving Downsampling of Binary Images Jul 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Jun 15, 2016 Image Segmentation Medical Image Analysis
Code Code Available SegAN: Adversarial Network with Multi-scale L_1 Loss for Medical Image Segmentation Jun 6, 2017 Brain Tumor Segmentation Image Segmentation
Code Code Available Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation Aug 5, 2024 Dimensionality Reduction Image Segmentation
Code Code Available Factorised spatial representation learning: application in semi-supervised myocardial segmentation Mar 19, 2018 Medical Image Segmentation Myocardium Segmentation
Code Code Available CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Aug 23, 2022 Image Segmentation Inductive Bias
Code Code Available SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies Dec 28, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation Nov 22, 2021 Contrastive Learning Image Segmentation
Code Code Available Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations Mar 22, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor Nov 26, 2021 3D Reconstruction Image Segmentation
Code Code Available Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation Nov 2, 2021 Generative Adversarial Network Image Segmentation
Code Code Available Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Nov 28, 2023 Disentanglement Image Segmentation
Code Code Available Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Apr 27, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Jun 1, 2023 Decoder Image Segmentation
Code Code Available USE-Evaluator: Performance Metrics for Medical Image Segmentation Models with Uncertain, Small or Empty Reference Annotations Sep 26, 2022 Image Segmentation Medical Image Segmentation
Code Code Available CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke Jul 16, 2019 Decoder Image Segmentation
Code Code Available Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images Oct 2, 2024 Anatomy Form
Code Code Available ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Jul 25, 2019 Image Segmentation Medical Image Analysis
Code Code Available A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Oct 18, 2018 Image Segmentation Lesion Segmentation
Code Code Available Segmentation by registration-enabled SAM prompt engineering using five reference images Jul 25, 2024 Image Registration Image Segmentation
Code Code Available Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation May 30, 2022 Data Augmentation Image Segmentation
Code Code Available ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Jul 15, 2022 Lesion Detection Lesion Segmentation
Code Code Available An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Feb 10, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation Jul 10, 2022 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Apr 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Segmenting Medical Images with Limited Data Jul 12, 2024 Decoder Diversity
Code Code Available Segmenting Medical MRI via Recurrent Decoding Cell Nov 21, 2019 Decoder Image Segmentation
Code Code Available Certification of Deep Learning Models for Medical Image Segmentation Oct 5, 2023 Deep Learning Denoising
Code Code Available ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data Dec 6, 2022 Brain Image Segmentation Image Registration
Code Code Available Annotation-Efficient Task Guidance for Medical Segment Anything Dec 11, 2024 Computed Tomography (CT) Image Segmentation
Code Code Available ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy Images Jan 21, 2025 Instance Segmentation Medical Image Segmentation
Code Code Available CE-Net: Context Encoder Network for 2D Medical Image Segmentation Mar 7, 2019 Cell Segmentation Decoder
Code Code Available Enhancing pretraining efficiency for medical image segmentation via transferability metrics Oct 24, 2024 Contrastive Learning Image Segmentation
Code Code Available Towards Robust General Medical Image Segmentation Jul 9, 2021 image-classification Image Classification
Code Code Available SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Aug 1, 2024 3D Semantic Segmentation Denoising
Code Code Available Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal Dependency Jun 14, 2024 Anatomy Brain Tumor Segmentation
Code Code Available UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTM Jan 13, 2025 Computational Efficiency Image Segmentation
Code Code Available Enhancing Cross-Modal Medical Image Segmentation through Compositionality Aug 21, 2024 Disentanglement Image Segmentation
Code Code Available A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts Jan 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 