UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation Apr 1, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Mar 30, 2022 Domain Adaptation Image Segmentation
— Unverified The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation Mar 30, 2022 Image Segmentation Medical Image Segmentation
— Unverified Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Mar 29, 2022 Generative Adversarial Network Image Enhancement
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Translation Consistent Semi-supervised Segmentation for 3D Medical Images Mar 28, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Mar 26, 2022 Domain Adaptation Image Segmentation
— Unverified Learning to segment fetal brain tissue from noisy annotations Mar 25, 2022 Brain Segmentation Deep Learning
— Unverified MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers Mar 21, 2022 Image Segmentation Medical Image Segmentation
— Unverified Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Mar 21, 2022 Image Segmentation Imputation
— Unverified Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis Mar 21, 2022 Decoder Image Segmentation
Code Code Available TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing Mar 20, 2022 Face Recognition Image Segmentation
Code Code Available Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Mar 19, 2022 Domain Adaptation Image Segmentation
— Unverified Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation Mar 18, 2022 Federated Learning Image Segmentation
— Unverified 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Mar 16, 2022 Hippocampus Image Segmentation
Code Code Available Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation Mar 16, 2022 Image Segmentation Medical Image Analysis
— Unverified CapsNet for Medical Image Segmentation Mar 16, 2022 Image Segmentation Medical Image Segmentation
— Unverified Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Mar 16, 2022 Image Segmentation Knowledge Distillation
Code Code Available Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation Mar 16, 2022 Image Segmentation Medical Image Analysis
Code Code Available Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation Mar 12, 2022 Federated Learning Hyperparameter Optimization
— Unverified Medical Image Segmentation on MRI Images with Missing Modalities: A Review Mar 11, 2022 Image Generation Image Segmentation
— Unverified Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Mar 11, 2022 Decoder Medical Image Analysis
— Unverified On-the-Fly Test-time Adaptation for Medical Image Segmentation Mar 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Mar 10, 2022 Image Segmentation Medical Image Segmentation
— Unverified UNeXt: MLP-based Rapid Medical Image Segmentation Network Mar 9, 2022 Decoder Image Segmentation
Code Code Available PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation Mar 9, 2022 Decoder Image Segmentation
Code Code Available Stepwise Feature Fusion: Local Guides Global Mar 7, 2022 Decoder Image Segmentation
Code Code Available A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging Mar 7, 2022 Image Segmentation Medical Image Segmentation
— Unverified Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement Mar 5, 2022 Anatomy Image Segmentation
— Unverified _1DecNet+: A new architecture framework by _1 decomposition and iteration unfolding for sparse feature segmentation Mar 5, 2022 Compressive Sensing Image Segmentation
— Unverified Universal Segmentation of 33 Anatomies Mar 4, 2022 GPU Image Segmentation
— Unverified MixCL: Pixel label matters to contrastive learning Mar 4, 2022 Contrastive Learning Image Segmentation
— Unverified Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis Mar 4, 2022 Image Segmentation Medical Image Analysis
— Unverified Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision Mar 4, 2022 Image Segmentation Medical Image Segmentation
— Unverified Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac Segmentation
Code Code Available CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Mar 3, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Contextual Attention Network: Transformer Meets U-Net Mar 2, 2022 Articles Image Segmentation
Code Code Available Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Mar 2, 2022 Image Segmentation Medical Image Segmentation
— Unverified Uncertainty categories in medical image segmentation: a study of source-related diversity Mar 1, 2022 Diversity Image Segmentation
— Unverified BlazeNeo: Blazing fast polyp segmentation and neoplasm detection Feb 28, 2022 Computational Efficiency Medical Image Analysis
Code Code Available A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Feb 28, 2022 Image Segmentation Inductive Bias
Code Code Available Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component Feb 27, 2022 Image Segmentation Medical Image Segmentation
— Unverified Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available Data variation-aware medical image segmentation Feb 24, 2022 Image Segmentation Medical Image Segmentation
— Unverified Mixed-Block Neural Architecture Search for Medical Image Segmentation Feb 23, 2022 Decoder image-classification
— Unverified COMMA: Propagating Complementary Multi-Level Aggregation Network for Polyp Segmentation Feb 17, 2022 Medical Image Segmentation Segmentation
— Unverified Opinions Vary? Diagnosis First! Feb 14, 2022 Medical Image Segmentation Segmentation
Code Code Available Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Feb 12, 2022 Image Segmentation Medical Image Segmentation
— Unverified 