Exploring Generalizable Distillation for Efficient Medical Image Segmentation Jul 26, 2022 Decoder Image Segmentation
Code Code Available A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation Jul 26, 2022 Image Segmentation Medical Image Segmentation
— Unverified ConvUNeXt: An efficient convolution neural network for medical image segmentation Jul 25, 2022 Decoder Image Segmentation
Code Code Available What is Healthy? Generative Counterfactual Diffusion for Lesion Localization Jul 25, 2022 counterfactual Image Segmentation
Code Code Available OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Jul 25, 2022 Image Segmentation Medical Image Segmentation
Code Code Available PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Jul 24, 2022 Brain Tumor Segmentation Image Segmentation
— Unverified High-Resolution Swin Transformer for Automatic Medical Image Segmentation Jul 23, 2022 Brain Tumor Segmentation Decoder
Code Code Available Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness Jul 22, 2022 Diversity Image Segmentation
— Unverified Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Jul 22, 2022 Image Segmentation Medical Image Segmentation
— Unverified Learning Topological Interactions for Multi-Class Medical Image Segmentation Jul 20, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Large-Kernel Attention for 3D Medical Image Segmentation Jul 19, 2022 Computed Tomography (CT) Image Segmentation
— Unverified The Dice loss in the context of missing or empty labels: Introducing Φ and ε Jul 19, 2022 Image Segmentation Medical Image Segmentation
Code Code Available HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation Jul 18, 2022 Decoder Image Segmentation
Code Code Available Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation Jul 17, 2022 Anomaly Detection Image Segmentation
— Unverified Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation Jul 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 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 Implicit Neural Representations for Generative Modeling of Living Cell Shapes Jul 13, 2022 Cell Tracking Medical Image Segmentation
Code Code Available Personalizing Federated Medical Image Segmentation via Local Calibration Jul 11, 2022 channel selection Federated Learning
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 TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation Jul 7, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Jul 6, 2022 Domain Adaptation 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 Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation Jul 2, 2022 Active Learning Benchmarking
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 LViT: Language meets Vision Transformer in Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation Jun 29, 2022 Image Segmentation Medical Image Segmentation
Code Code Available The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning Jun 29, 2022 Image Segmentation Medical Image Analysis
Code Code Available vMFNet: Compositionality Meets Domain-generalised Segmentation Jun 29, 2022 Anatomy Image Segmentation
Code Code Available 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 Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder 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 Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images Jun 21, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 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 Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation Jun 18, 2022 Deep Learning Image Segmentation
Code Code Available TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation Jun 17, 2022 Medical Image Segmentation
Code Code Available Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Jun 16, 2022 Image Segmentation Learning with noisy labels
Code Code Available AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Jun 16, 2022 Image Segmentation Medical Image Segmentation
Code Code Available CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation Jun 15, 2022 Image Segmentation Medical Image Segmentation
— Unverified Data-Driven Deep Supervision for Medical Image Segmentation Jun 14, 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 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 