PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Nov 20, 2021 Decision Making Image Segmentation
— Unverified GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Nov 20, 2021 Decoder feature selection
Code Code Available Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images Nov 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Automatic Semantic Segmentation of the Lumbar Spine: Clinical Applicability in a Multi-parametric and Multi-centre Study on Magnetic Resonance Images Nov 16, 2021 Anatomy Image Segmentation
— Unverified Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration Nov 15, 2021 Image Segmentation Interactive Segmentation
— Unverified SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks Nov 10, 2021 Decoder Image Segmentation
— Unverified Mixed Transformer U-Net For Medical Image Segmentation Nov 8, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Nov 5, 2021 Camouflaged Object Segmentation Image Segmentation
Code Code Available Partial supervision for the FeTA challenge 2021 Nov 3, 2021 Brain Segmentation Image Segmentation
Code Code Available WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Nov 3, 2021 GPU Image Segmentation
Code Code Available Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation Nov 2, 2021 Generative Adversarial Network Image Segmentation
Code Code Available MedAI: Transparency in Medical Image Segmentation Nov 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available TorchXRayVision: A library of chest X-ray datasets and models Oct 31, 2021 Image Classification Medical Image Retrieval
Code Code Available 3D-OOCS: Learning Prostate Segmentation with Inductive Bias Oct 29, 2021 Edge Detection Image Segmentation
Code Code Available C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation Oct 29, 2021 Domain Adaptation Image Segmentation
— Unverified Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation Oct 29, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available PL-Net: Progressive Learning Network for Medical Image Segmentation Oct 27, 2021 Image Segmentation Medical Image Analysis
— Unverified Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces Oct 25, 2021 Image Segmentation Interactive Segmentation
— Unverified MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Oct 23, 2021 Decoder image-classification
Code Code Available AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Oct 20, 2021 Decoder GPU
— Unverified A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data Oct 18, 2021 Image Segmentation Medical Image Segmentation
— Unverified Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Oct 17, 2021 Image Segmentation Medical Image Segmentation
Code Code Available ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Oct 11, 2021 Federated Learning Image Segmentation
Code Code Available Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Oct 7, 2021 Classification Medical Image Segmentation
Code Code Available E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Oct 5, 2021 Data Augmentation Image Segmentation
Code Code Available Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation Oct 5, 2021 Data Augmentation Deep Learning
Code Code Available Rethinking Client Reweighting for Selfish Federated Learning Sep 29, 2021 Federated Learning image-classification
— Unverified Training on Polar Image Transformations Improves Biomedical Image Segmentation Sep 29, 2021 Image Segmentation Lesion Segmentation
Code Code Available Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout Sep 29, 2021 Brain Tumor Segmentation Medical Image Analysis
— Unverified All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Sep 28, 2021 All Brain Tumor Segmentation
— Unverified Using Soft Labels to Model Uncertainty in Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 22, 2021 Domain Adaptation Image Segmentation
— Unverified Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Sep 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Sep 21, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Sep 20, 2021 Image Segmentation Left Atrium Segmentation
Code Code Available FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging Sep 20, 2021 Fairness Image Reconstruction
— Unverified Multi-encoder parse-decoder network for sequential medical image segmentation Sep 19, 2021 Decoder Image Segmentation
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation Sep 18, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Transformer-Unet: Raw Image Processing with Unet Sep 17, 2021 Decoder image-classification
— Unverified A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation Sep 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net Sep 15, 2021 Decoder Image Segmentation
— Unverified Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Sep 15, 2021 Contrastive Learning Image Segmentation
Code Code Available Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks Sep 15, 2021 Image Segmentation Medical Image Segmentation
— Unverified MISSFormer: An Effective Medical Image Segmentation Transformer Sep 15, 2021 Cardiac Segmentation Image Segmentation
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Sep 12, 2021 Diagnostic Image Segmentation
— Unverified 