Medical Imaging

How To Train Neural Networks for Flare Removal ICCV 2021 IMODAL: Creating Learnable User-Defined Deformation Models CVPR 2021 Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021 Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021 Intensity Correction and Standardization for Electron Microscopy Data MIDL 2021 Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NeurIPS 2021 Intraoperative Adverse Event Detection in Laparoscopic Surgery: Stabilized Multi-Stage Temporal Convolutional Network with Focal-Uncertainty Loss MLHC 2021 IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction ICCV 2021 Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation ICCV 2021 Learning-Based Image Registration With Meta-Regularization CVPR 2021 Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling CVPR 2021 Learning Interclass Relations for Intravenous Contrast Phase Classification in CT MIDL 2021 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification WACV 2021 Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021 Localizing Neurosurgical Instruments Across Domains and in the Wild MIDL 2021 Long-Term Temporally Consistent Unpaired Video Translation From Simulated Surgical 3D Data ICCV 2021 Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021 Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging CVPR 2021 Medical Image Segmentation using Squeeze-and-Expansion Transformers IJCAI 2021 MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021 M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021 Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021 MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation AAAI 2021 Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021 MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021