Medical Imaging

CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021 CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021 Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification MIDL 2021 Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation ICCV 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 CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NeurIPS 2021 Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information Interspeech 2021 Cross-modal Memory Networks for Radiology Report Generation ACL 2021 CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images ICCV 2021 DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images CVPR 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 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 Deformable Gabor Feature Networks for Biomedical Image Classification WACV 2021 Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels MLHC 2021 Detection of Digital Manipulation in Facial Images (Student Abstract) AAAI 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 DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation CVPR 2021 Discovering Hidden Physics Behind Transport Dynamics CVPR 2021