Medical Imaging

Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021 Can fMRI reveal the representation of syntactic structure in the brain? NeurIPS 2021 CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021 CDNet: Centripetal Direction Network for Nuclear Instance Segmentation ICCV 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 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NeurIPS 2021 Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 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 Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021 Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NeurIPS 2021 Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021 DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images CVPR 2021 Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021 Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021 DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets CVPR 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021 EnD: Entangling and Disentangling Deep Representations for Bias Correction CVPR 2021 Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021 Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021 Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis NeurIPS 2021 Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021