medical imaging

BioFors: A Large Biomedical Image Forensics Dataset ICCV 2021 Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021 Breaking the Dilemma of Medical Image-to-image Translation NeurIPS 2021 Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NeurIPS 2021 CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021 clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation CVPR 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021 Confluent Vessel Trees With Accurate Bifurcations CVPR 2021 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021 Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021 Cross-modal Memory Networks for Radiology Report Generation ACL 2021 Data augmentation for deep learning based accelerated MRI reconstruction with limited data ICML 2021 Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021 Deep Active Learning for Joint Classification & Segmentation With Weak Annotator WACV 2021 DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction WACV 2021 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain AISTATS 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021 EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021 Ensembling Low Precision Models for Binary Biomedical Image Segmentation WACV 2021 Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021