Topologically Faithful Multi-class Segmentation in Medical Images Mar 16, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Mar 15, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 1FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images Mar 14, 2024 3D Medical Imaging Segmentation GPU
Code Code Available 1VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mar 14, 2024 Image Segmentation Mamba
Code Code Available 2Federated Data Model Mar 13, 2024 Diversity Image Segmentation
— Unverified 0LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Mar 12, 2024 Image Segmentation Long-range modeling
Code Code Available 2A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset Mar 11, 2024 Binary Classification Classification
— Unverified 0Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Mar 11, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0A Segmentation Foundation Model for Diverse-type Tumors Mar 11, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Shortcut Learning in Medical Image Segmentation Mar 11, 2024 image-classification Image Classification
Code Code Available 0LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Mar 8, 2024 Image Segmentation Mamba
Code Code Available 3FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation Mar 8, 2024 Federated Learning Image Segmentation
Code Code Available 2ProMISe: Promptable Medical Image Segmentation using SAM Mar 7, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation Mar 6, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation Mar 5, 2024 Image Segmentation Medical Image Analysis
Code Code Available 1Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Mar 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation Mar 4, 2024 Data Augmentation Image Segmentation
— Unverified 0GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation Mar 1, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR Feb 29, 2024 Decoder Medical Image Segmentation
Code Code Available 1FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Feb 27, 2024 Decoder Federated Learning
Code Code Available 1Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel bases Feb 26, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Feb 22, 2024 Contrastive Learning Image Segmentation
Code Code Available 0Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies Feb 17, 2024 Data Augmentation Diversity
Code Code Available 1Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Feb 16, 2024 Cardiac Segmentation Decoder
Code Code Available 4Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation Feb 14, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Feb 13, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 2FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis Feb 13, 2024 Contrastive Learning Image Segmentation
Code Code Available 0Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation Feb 11, 2024 Auxiliary Learning Image Segmentation
— Unverified 0Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Feb 11, 2024 Cardiac Segmentation Contrastive Learning
Code Code Available 4Expert-Adaptive Medical Image Segmentation Feb 11, 2024 Brain Segmentation Image Segmentation
— Unverified 0An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Feb 10, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available 0Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain Feb 9, 2024 Contrastive Learning Image Segmentation
— Unverified 0Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Feb 7, 2024 Cardiac Segmentation Computational Efficiency
Code Code Available 4Constrained Multiview Representation for Self-supervised Contrastive Learning Feb 5, 2024 Contrastive Learning Disentanglement
— Unverified 0Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Feb 5, 2024 Benchmarking Image Segmentation
Code Code Available 0Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Feb 5, 2024 Image Segmentation Mamba
Code Code Available 3Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation Feb 5, 2024 Decoder Image Segmentation
— Unverified 0SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation Feb 4, 2024 Image Segmentation Medical Image Segmentation
— Unverified 0Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation Feb 4, 2024 Decoder Image Segmentation
— Unverified 0VM-UNet: Vision Mamba UNet for Medical Image Segmentation Feb 4, 2024 Image Segmentation Mamba
Code Code Available 4ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Feb 3, 2024 Decoder Image Segmentation
Code Code Available 2Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation Feb 1, 2024 Medical Image Segmentation Uncertainty Quantification
— Unverified 0VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification Feb 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 0SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes Jan 31, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 1Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Jan 29, 2024 Active Learning Image Segmentation
Code Code Available 0ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation Jan 27, 2024 Decoder Image Segmentation
Code Code Available 1Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Jan 25, 2024 Image Segmentation Lesion Segmentation
Code Code Available 1ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Jan 25, 2024 Anatomy Image Segmentation
Code Code Available 1SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation Jan 24, 2024 Image Segmentation Mamba
Code Code Available 4Tyche: Stochastic In-Context Learning for Medical Image Segmentation Jan 24, 2024 Image Segmentation In-Context Learning
Code Code Available 2