Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging Jul 6, 2023 Image Segmentation Medical Image Segmentation
— Unverified Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation Jul 6, 2023 Decoder Image Segmentation
Code Code Available SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks Jul 6, 2023 Decoder Image Segmentation
— Unverified Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Jul 6, 2023 Contrastive Learning Decoder
Code Code Available MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets Jul 5, 2023 Efficient ViTs Image Segmentation
Code Code Available ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images Jul 5, 2023 Decoder Image Segmentation
— Unverified Source Identification: A Self-Supervision Task for Dense Prediction Jul 5, 2023 blind source separation Brain Tumor Segmentation
— Unverified Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation Jul 2, 2023 Domain Adaptation Image Segmentation
— Unverified Boosting multiple sclerosis lesion segmentation through attention mechanism Jul 1, 2023 Brain Image Segmentation Lesion Segmentation
Code Code Available Multiscale Progressive Text Prompt Network for Medical Image Segmentation Jun 30, 2023 Contrastive Learning Image Segmentation
— Unverified PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Jun 29, 2023 Active Learning Classification
Code Code Available MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Jun 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Jun 29, 2023 Domain Generalization Federated Learning
— Unverified Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks Jun 28, 2023 Decoder Image Segmentation
Code Code Available Chan-Vese Attention U-Net: An attention mechanism for robust segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
— Unverified 1M parameters are enough? A lightweight CNN-based model for medical image segmentation Jun 28, 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 Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation Jun 25, 2023 Deep Learning Image Segmentation
— Unverified Scribble-supervised Cell Segmentation Using Multiscale Contrastive Regularization Jun 25, 2023 Cell Segmentation 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 Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation Jun 25, 2023 Contrastive Learning Image Segmentation
— Unverified How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Jun 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation Jun 23, 2023 Image Segmentation Medical Image Segmentation
— Unverified 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation Jun 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Ladder Fine-tuning approach for SAM integrating complementary network Jun 22, 2023 Decoder Image Segmentation
Code Code Available Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images Jun 21, 2023 Image Segmentation Medical Image Segmentation
— Unverified Learnable Weight Initialization for Volumetric Medical Image Segmentation Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder Jun 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation Jun 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation Jun 14, 2023 Image Segmentation Medical Image Segmentation
— Unverified M^2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation Jun 14, 2023 Decoder Image Segmentation
— Unverified SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation Jun 14, 2023 Domain Adaptation Image Segmentation
— Unverified TomoSAM: a 3D Slicer extension using SAM for tomography segmentation Jun 14, 2023 3D Part Segmentation Image Segmentation
Code Code Available Compositionally Equivariant Representation Learning Jun 13, 2023 Anatomy Image Segmentation
— Unverified LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms Jun 9, 2023 Computational Efficiency Image Segmentation
— Unverified ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation Jun 8, 2023 Decoder Graph Neural Network
Code Code Available Channel prior convolutional attention for medical image segmentation Jun 8, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Unsupervised augmentation optimization for few-shot medical image segmentation Jun 8, 2023 Anatomy Few-Shot Semantic Segmentation
— Unverified Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation Jun 7, 2023 Computed Tomography (CT) Contrastive Learning
— Unverified TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation Jun 7, 2023 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 Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation Jun 6, 2023 Denoising Image Generation
Code Code Available Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans Jun 6, 2023 Diagnostic Image Segmentation
— Unverified CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation Jun 6, 2023 Image Segmentation Medical Image Segmentation
— Unverified Volumetric medical image segmentation through dual self-distillation in U-shaped networks Jun 5, 2023 Brain Tumor Segmentation Decoder
Code Code Available 