Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images Aug 31, 2021 Image Segmentation Medical Image Segmentation
— Unverified PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning Aug 26, 2021 Few-Shot Semantic Segmentation Image Segmentation
— Unverified Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application Aug 21, 2021 Image Segmentation Medical Image Segmentation
— Unverified Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision Aug 19, 2021 Domain Adaptation Image Segmentation
— Unverified Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey Aug 19, 2021 Deep Learning Image Segmentation
— Unverified Multi-task Federated Learning for Heterogeneous Pancreas Segmentation Aug 19, 2021 Federated Learning Image Segmentation
— Unverified Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Aug 15, 2021 Automatic Liver And Tumor Segmentation Image Segmentation
— Unverified SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Aug 13, 2021 Data Augmentation Image Generation
— Unverified Learning to Segment Medical Images from Few-Shot Sparse Labels Aug 12, 2021 Few-Shot Semantic Segmentation Medical Image Segmentation
Code Code Available Medical image segmentation with imperfect 3D bounding boxes Aug 6, 2021 Image Segmentation Medical Image Segmentation
— Unverified Style Curriculum Learning for Robust Medical Image Segmentation Aug 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions Jul 24, 2021 Decoder Image Segmentation
Code Code Available Transductive image segmentation: Self-training and effect of uncertainty estimation Jul 19, 2021 Image Segmentation Medical Image Analysis
— Unverified Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jul 16, 2021 Image Segmentation Medical Image Segmentation
— Unverified The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation Jul 12, 2021 AutoML Image Segmentation
— Unverified TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Jul 12, 2021 Image Segmentation Medical Image Segmentation
Code Code Available NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection Jul 11, 2021 Medical Image Segmentation Segmentation
— Unverified Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation Jul 10, 2021 Image Segmentation Medical Image Segmentation
— Unverified Towards Robust General Medical Image Segmentation Jul 9, 2021 image-classification Image Classification
Code Code Available Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy Jul 5, 2021 Decoder Medical Image Segmentation
— Unverified Label noise in segmentation networks : mitigation must deal with bias Jul 5, 2021 Image Segmentation Medical Image Segmentation
— Unverified Residual Moment Loss for Medical Image Segmentation Jun 27, 2021 Image Segmentation Medical Image Segmentation
— Unverified Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified Distilling effective supervision for robust medical image segmentation with noisy labels Jun 21, 2021 Image Segmentation Learning with noisy labels
— Unverified More than Encoder: Introducing Transformer Decoder to Upsample Jun 20, 2021 Decoder Image Segmentation
— Unverified Trilateral Attention Network for Real-time Medical Image Segmentation Jun 17, 2021 Cardiac Segmentation Image Segmentation
— Unverified Knowledge distillation from multi-modal to mono-modal segmentation networks Jun 17, 2021 Brain Tumor Segmentation Image Segmentation
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Jun 15, 2021 Domain Adaptation Heart Segmentation
— Unverified CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Jun 15, 2021 Data Augmentation Diversity
— Unverified Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation Jun 12, 2021 Contrastive Learning Image Segmentation
— Unverified Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available Meta-learning with implicit gradients in a few-shot setting for medical image segmentation Jun 6, 2021 Few-Shot Learning Image Segmentation
— Unverified Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Jun 3, 2021 Contrastive Learning Decoder
— Unverified Analysis of Vision-based Abnormal Red Blood Cell Classification Jun 1, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions May 27, 2021 Cardiac Segmentation Computed Tomography (CT)
— Unverified Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation May 27, 2021 Contrastive Learning Decoder
— Unverified Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation May 25, 2021 Adversarial Attack Data Augmentation
— Unverified Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation May 17, 2021 Contrastive Learning Image Segmentation
— Unverified Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation May 14, 2021 Contrastive Learning Image Segmentation
— Unverified CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis May 5, 2021 Image Segmentation Medical Image Analysis
— Unverified Impact of individual rater style on deep learning uncertainty in medical imaging segmentation May 5, 2021 Deep Learning Medical Image Segmentation
— Unverified AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation May 2, 2021 Medical Image Segmentation Segmentation
Code Code Available Pyramid Medical Transformer for Medical Image Segmentation Apr 29, 2021 Image Segmentation Medical Image Segmentation
— Unverified Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Apr 27, 2021 Image Segmentation Medical Image Segmentation
Code Code Available PocketNet: A Smaller Neural Network for Medical Image Analysis Apr 21, 2021 Deep Learning GPU
Code Code Available Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation Apr 20, 2021 Federated Learning Image Segmentation
— Unverified Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Apr 12, 2021 Domain Generalization Generative Adversarial Network
— Unverified Two layer Ensemble of Deep Learning Models for Medical Image Segmentation Apr 10, 2021 Deep Learning Image Segmentation
— Unverified 