MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Mar 22, 2023 Anatomy Disentanglement
Code Code Available Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation Mar 20, 2023 Computed Tomography (CT) Decoder
Code Code Available A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation Mar 19, 2023 Dimensionality Reduction Ensemble Learning
— Unverified Uncertainty Driven Bottleneck Attention U-net for Organ at Risk Segmentation Mar 19, 2023 Computed Tomography (CT) Decoder
Code Code Available HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Mar 18, 2023 Contrastive Learning Image Segmentation
Code Code Available MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Mar 17, 2023 Decoder Image Segmentation
Code Code Available Prototype Knowledge Distillation for Medical Segmentation with Missing Modality Mar 17, 2023 Image Segmentation Knowledge Distillation
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 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Mar 14, 2023 Anatomy Deep Learning
Code Code Available TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing Mar 13, 2023 Benchmarking Decoder
Code Code Available Spatial Correspondence between Graph Neural Network-Segmented Images Mar 12, 2023 Graph Neural Network Image Segmentation
— Unverified Token Sparsification for Faster Medical Image Segmentation Mar 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation Mar 10, 2023 Computational Efficiency Image Segmentation
Code Code Available Explainable Semantic Medical Image Segmentation with Style Mar 10, 2023 Image Segmentation Medical Image Segmentation
— Unverified Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions Mar 10, 2023 Denoising Image Segmentation
— Unverified Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans Mar 9, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability Mar 3, 2023 Cardiac Segmentation Domain Generalization
— Unverified Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Mar 1, 2023 Medical Image Segmentation Segmentation
Code Code Available Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation Feb 28, 2023 Image Segmentation Lesion Segmentation
— Unverified MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation Feb 27, 2023 Contrastive Learning Image Segmentation
— Unverified nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources Feb 25, 2023 Anatomy Image Segmentation
— Unverified PLU-Net: Extraction of multi-scale feature fusion Feb 23, 2023 Image Segmentation Medical Image Segmentation
— Unverified Patch Network for medical image Segmentation Feb 23, 2023 Image Segmentation Lesion Segmentation
— Unverified Evaluation of Extra Pixel Interpolation with Mask Processing for Medical Image Segmentation with Deep Learning Feb 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation Feb 22, 2023 Decoder Image Segmentation
Code Code Available A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Feb 22, 2023 Image Segmentation Image Super-Resolution
Code Code Available Non-pooling Network for medical image segmentation Feb 21, 2023 Decoder Image Segmentation
— Unverified Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism Feb 20, 2023 Decoder Image Segmentation
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget Feb 13, 2023 Image Segmentation Medical Diagnosis
— Unverified Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis Feb 11, 2023 Contrastive Learning Image Segmentation
Code Code Available 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 A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Multi-Modal Evaluation Approach for Medical Image Segmentation Feb 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation Feb 7, 2023 Data Augmentation Image Segmentation
— Unverified Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata Feb 7, 2023 Hippocampus Image Generation
Code Code Available Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation Feb 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity Feb 4, 2023 Image Segmentation Medical Image Segmentation
— Unverified Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Feb 3, 2023 Contrastive Learning Image Segmentation
Code Code Available Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation Feb 2, 2023 Image Segmentation Medical Image Segmentation
Code Code Available FCB-SwinV2 Transformer for Polyp Segmentation Feb 2, 2023 Medical Image Segmentation Segmentation
— Unverified Continuous U-Net: Faster, Greater and Noiseless Feb 1, 2023 Benchmarking Decoder
— Unverified Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans Feb 1, 2023 Continual Semantic Segmentation Decoder
— Unverified Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Jan 25, 2023 Image Segmentation Lesion Segmentation
Code Code Available Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation Jan 20, 2023 Feature Engineering GPU
— Unverified MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer Jan 19, 2023 Image Generation Image Segmentation
Code Code Available 