Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation Nov 10, 2022 Image Segmentation Medical Image Analysis
— Unverified MONAI: An open-source framework for deep learning in healthcare Nov 4, 2022 Deep Learning Medical Image Classification
Code Code Available High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss Nov 4, 2022 Boundary Detection Image Segmentation
— Unverified Analysing the effectiveness of a generative model for semi-supervised medical image segmentation Nov 3, 2022 Decision Making Image Segmentation
— Unverified MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Nov 3, 2022 Image Segmentation Lesion Segmentation
Code Code Available Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified Style Augmentation improves Medical Image Segmentation Nov 2, 2022 Data Augmentation Image Segmentation
— Unverified Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation Nov 1, 2022 Image Segmentation Medical Image Segmentation
— Unverified MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Nov 1, 2022 Anomaly Detection Brain Tumor Segmentation
Code Code Available Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation Oct 31, 2022 Attribute Image Segmentation
— Unverified Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Oct 28, 2022 Image Segmentation Inductive Bias
Code Code Available Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation Oct 27, 2022 Conditional Image Generation Denoising
— Unverified UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Oct 27, 2022 Image Segmentation Lesion Segmentation
— Unverified FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Oct 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
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 How precise are performance estimates for typical medical image segmentation tasks? Oct 26, 2022 Image Segmentation Medical Image Segmentation
— Unverified ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Oct 25, 2022 Decoder Image Segmentation
— Unverified MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Oct 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Oct 24, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Large Batch and Patch Size Training for Medical Image Segmentation Oct 24, 2022 GPU Image Segmentation
— Unverified Diversity-Promoting Ensemble for Medical Image Segmentation Oct 22, 2022 Diversity Image Segmentation
— Unverified MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images Oct 22, 2022 Image Segmentation Learning Theory
— Unverified Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Oct 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Cutting-Splicing data augmentation: A novel technology for medical image segmentation Oct 17, 2022 Data Augmentation Image Segmentation
— Unverified MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation Oct 15, 2022 Diagnostic Image Segmentation
— Unverified Optimizing Vision Transformers for Medical Image Segmentation Oct 14, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images Oct 14, 2022 Image Segmentation Medical Image Segmentation
— Unverified ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Oct 13, 2022 Decoder Image Segmentation
Code Code Available UGformer for Robust Left Atrium and Scar Segmentation Across Scanners Oct 11, 2022 Domain Generalization Image Segmentation
— Unverified Benchmarking saliency methods for chest X-ray interpretation Oct 10, 2022 Benchmarking Decision Making
Code Code Available Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Oct 9, 2022 Decoder Image Segmentation
Code Code Available A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings Oct 7, 2022 Decoder Image Segmentation
— Unverified Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift Oct 4, 2022 Data Augmentation Image Segmentation
— Unverified APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation Oct 4, 2022 Decoder Image Segmentation
Code Code Available PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation Sep 30, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Sep 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Sep 28, 2022 Brain Segmentation Image Segmentation
Code Code Available Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Sep 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Sep 27, 2022 Anatomy Contrastive Learning
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 CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Sep 23, 2022 Contrastive Learning Image Segmentation
Code Code Available Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available Attentive Symmetric Autoencoder for Brain MRI Segmentation Sep 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks Sep 17, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Can segmentation models be trained with fully synthetically generated data? Sep 17, 2022 Data Augmentation Ethics
— Unverified Contrastive Re-localization and History Distillation in Federated CMR Segmentation Sep 16, 2022 Federated Learning Image Segmentation
— Unverified Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Sep 16, 2022 Brain Tumor Segmentation Domain Adaptation
— Unverified 