ConvUNeXt: An efficient convolution neural network for medical image segmentation Jul 25, 2022 Decoder Image Segmentation
Code Code Available PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Jul 24, 2022 Brain Tumor Segmentation Image Segmentation
— Unverified Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Jul 22, 2022 Image Segmentation Medical Image Segmentation
— Unverified Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness Jul 22, 2022 Diversity Image Segmentation
— Unverified Large-Kernel Attention for 3D Medical Image Segmentation Jul 19, 2022 Computed Tomography (CT) Image Segmentation
— Unverified Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation Jul 17, 2022 Anomaly Detection Image Segmentation
— Unverified ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Jul 15, 2022 Lesion Detection Lesion Segmentation
Code Code Available A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images Jul 13, 2022 General Classification Medical Image Segmentation
Code Code Available An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation Jul 10, 2022 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation Jul 5, 2022 Contrastive Learning Image Segmentation
Code Code Available ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation Jul 5, 2022 Image Segmentation Knowledge Distillation
Code Code Available Online Reflective Learning for Robust Medical Image Segmentation Jul 1, 2022 Image Segmentation Medical Image Segmentation
— Unverified Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models Jul 1, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Implicit U-Net for volumetric medical image segmentation Jun 30, 2022 Image Segmentation Medical Image Segmentation
— Unverified Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary Jun 29, 2022 Domain Generalization Image Segmentation
— Unverified Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation Jun 28, 2022 Contrastive Learning Domain Generalization
— Unverified FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation Jun 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency Jun 21, 2022 Image Segmentation Medical Image Analysis
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Deep Compatible Learning for Partially-Supervised Medical Image Segmentation Jun 18, 2022 Image Segmentation Medical Image Segmentation
— Unverified CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation Jun 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Jun 14, 2022 Brain Tumor Segmentation Image Segmentation
— Unverified Data-Driven Deep Supervision for Medical Image Segmentation Jun 14, 2022 Image Segmentation Medical Image Segmentation
— Unverified On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice Jun 13, 2022 Image Segmentation Medical Image Segmentation
Code Code Available ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Jun 10, 2022 Computed Tomography (CT) Contrastive Learning
— Unverified Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation Jun 9, 2022 Image Segmentation Medical Image Segmentation
— Unverified ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices Jun 6, 2022 Image Segmentation Medical Image Segmentation
— Unverified ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training Jun 5, 2022 Domain Adaptation Image Segmentation
— Unverified Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation Jun 3, 2022 Image Segmentation Medical Image Segmentation
— Unverified Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation Jun 3, 2022 Image Segmentation Incremental Learning
— Unverified R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Jun 3, 2022 Computed Tomography (CT) Decoder
— Unverified Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun 2, 2022 Image Segmentation Medical Image Segmentation
— Unverified Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection Jun 2, 2022 Adversarial Robustness Image Segmentation
— Unverified Dynamic Linear Transformer for 3D Biomedical Image Segmentation Jun 1, 2022 3D Medical Imaging Segmentation Decoder
Code Code Available Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images May 31, 2022 GPU Image Segmentation
Code Code Available Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation May 30, 2022 Data Augmentation Image Segmentation
Code Code Available Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images May 26, 2022 Computed Tomography (CT) Image Segmentation
— Unverified Structure Unbiased Adversarial Model for Medical Image Segmentation May 25, 2022 Image Segmentation Image-to-Image Translation
— Unverified Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation May 24, 2022 Cardiac Segmentation Disentanglement
— Unverified UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation May 24, 2022 Decoder Image Segmentation
— Unverified Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models May 23, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation May 14, 2022 Image Segmentation Medical Image Segmentation
— Unverified Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation May 13, 2022 Disentanglement Domain Generalization
— Unverified Leveraging Global Binary Masks for Structure Segmentation in Medical Images May 13, 2022 Image Segmentation Medical Image Segmentation
— Unverified MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation May 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Automatic Detection of Interplanetary Coronal Mass Ejections in Solar Wind In Situ Data May 7, 2022 Image Segmentation Medical Image Segmentation
— Unverified Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm May 7, 2022 Image Segmentation Medical Image Segmentation
— Unverified Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation May 5, 2022 Domain Generalization Image Segmentation
— Unverified Application of belief functions to medical image segmentation: A review May 3, 2022 Deep Learning Image Segmentation
— Unverified 