Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation Jan 5, 2022 Image Segmentation Medical Image Segmentation
Code Code Available SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma Dec 28, 2021 Computed Tomography (CT) Image Segmentation
— Unverified On the relationship between calibrated predictors and unbiased volume estimation Dec 23, 2021 Active Learning Image Segmentation
Code Code Available Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation Dec 22, 2021 Image Segmentation Medical Image Segmentation
— Unverified Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation Dec 21, 2021 Decoder Image Segmentation
— Unverified HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Dec 20, 2021 Image Segmentation Medical Image Segmentation
— Unverified QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Dec 19, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation Dec 17, 2021 Image Segmentation Medical Image Segmentation
— Unverified Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer Dec 9, 2021 Image Segmentation Medical Image Segmentation
— Unverified Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Dec 5, 2021 Brain Tumor Segmentation Image Segmentation
— Unverified Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor Nov 26, 2021 3D Reconstruction Image Segmentation
Code Code Available Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation Nov 23, 2021 Image Segmentation Medical Image Segmentation
— Unverified Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation Nov 22, 2021 Contrastive Learning Image Segmentation
Code Code Available PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation Nov 20, 2021 Decision Making Image Segmentation
— Unverified 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 Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images Nov 16, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 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 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 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 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 Rethinking Client Reweighting for Selfish Federated Learning Sep 29, 2021 Federated Learning image-classification
— Unverified 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 Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified Using Soft Labels to Model Uncertainty in 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 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 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 Patch-based Medical Image Segmentation using Matrix Product State Tensor Networks Sep 15, 2021 Image Segmentation Medical Image Segmentation
— Unverified HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available MSGDD-cGAN: Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network Sep 12, 2021 Conditional Image Generation Generative Adversarial Network
— Unverified CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Sep 12, 2021 Diagnostic Image Segmentation
— Unverified Improved cell segmentation using deep learning in label-free optical microscopy images Sep 8, 2021 Cell Segmentation Decoder
— Unverified SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation Sep 8, 2021 Image Segmentation Medical Image Analysis
— Unverified Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays Sep 7, 2021 Contrastive Learning Image Segmentation
Code Code Available How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available Effect of the output activation function on the probabilities and errors in medical image segmentation Sep 2, 2021 Binary Classification Image Segmentation
Code Code Available 