Medical Imaging

Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping MIDL 2021 RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation ICCV 2021 Robust Compressed Sensing MRI with Deep Generative Priors NeurIPS 2021 R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina ICCV 2021 SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging IJCAI 2021 Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021 Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NeurIPS 2021 Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021 Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021 Self-Supervised Vessel Segmentation via Adversarial Learning ICCV 2021 Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks ICCV 2021 Semi-supervised Medical Image Segmentation through Dual-task Consistency AAAI 2021 SliceNets -- A Scalable Approach for Object Detection in 3D CT Scans WACV 2021 Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations ICCV 2021 Spatial Context-Aware Self-Attention Model for Multi-Organ Segmentation WACV 2021 Spot the Difference: Detection of Topological Changes via Geometric Alignment NeurIPS 2021 StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision CVPR 2021 Stool Image Analysis for Precision Health Monitoring by Smart Toilets MLHC 2021 StressNet: Detecting Stress in Thermal Videos WACV 2021 Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021 Style Consistent Image Generation for Nuclei Instance Segmentation WACV 2021 Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021 SWNet: Surgical Workflow Recognition with Deep Convolutional Network MIDL 2021 Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021 T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging ICCV 2021