ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Oct 25, 2022 Decoder Image Segmentation
— Unverified 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 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 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 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 Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Sep 27, 2022 Anatomy Contrastive Learning
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 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 Can segmentation models be trained with fully synthetically generated data? Sep 17, 2022 Data Augmentation Ethics
— Unverified 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 Contrastive Re-localization and History Distillation in Federated CMR Segmentation Sep 16, 2022 Federated Learning Image Segmentation
— Unverified Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss Sep 16, 2022 Deep 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 Whole-Body Lesion Segmentation in 18F-FDG PET/CT Sep 16, 2022 Image Segmentation Lesion Segmentation
Code Code Available Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data Sep 15, 2022 image-classification Image Classification
— Unverified Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation Sep 14, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available Calibrating Segmentation Networks with Margin-based Label Smoothing Sep 9, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation Sep 8, 2022 Decoder Image Segmentation
Code Code Available An evaluation of U-Net in Renal Structure Segmentation Sep 6, 2022 Image Segmentation Medical Image Segmentation
— Unverified Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Sep 3, 2022 Domain Adaptation Image Segmentation
— Unverified Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI Aug 31, 2022 Image Segmentation Medical Image Segmentation
— Unverified Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior Aug 30, 2022 Computed Tomography (CT) Image Segmentation
— Unverified Cats: Complementary CNN and Transformer Encoders for Segmentation Aug 24, 2022 3D Medical Imaging Segmentation Decoder
— Unverified Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model Aug 24, 2022 Image Segmentation Medical Image Segmentation
— Unverified 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 EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Aug 19, 2022 Image Segmentation Medical Image Segmentation
— Unverified An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation Aug 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Aug 11, 2022 image-classification Image Classification
— Unverified KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation Aug 10, 2022 Image Segmentation Medical Image Segmentation
— Unverified CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation Aug 10, 2022 Anatomy Decoder
— Unverified Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma Aug 9, 2022 Management Medical Image Segmentation
— Unverified Distributed Contrastive Learning for Medical Image Segmentation Aug 7, 2022 Contrastive Learning Federated Learning
— Unverified Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Aug 5, 2022 Image Segmentation Lesion Segmentation
Code Code Available Lung nodules segmentation from CT with DeepHealth toolkit Aug 1, 2022 Image Segmentation Medical Image Segmentation
— Unverified FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation Jul 31, 2022 Anatomy Image Segmentation
— Unverified FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images Jul 29, 2022 Decoder Image Segmentation
— Unverified Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation Jul 29, 2022 Image Segmentation Lesion Segmentation
— Unverified A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation Jul 28, 2022 Brain Tumor Segmentation Decoder
— Unverified Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Jul 28, 2022 Image Segmentation Medical Image Segmentation
— Unverified Two-Stream UNET Networks for Semantic Segmentation in Medical Images Jul 27, 2022 Image Segmentation Medical Image Segmentation
— Unverified A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation Jul 26, 2022 Image Segmentation Medical Image Segmentation
— Unverified Exploring Generalizable Distillation for Efficient Medical Image Segmentation Jul 26, 2022 Decoder Image Segmentation
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