Medical Imaging

The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention ICCV 2021 The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio Interspeech 2021 Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents AAAI 2021 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NeurIPS 2021 TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation CVPR 2021 Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces CVPR 2021 Understanding and Visualizing Generalization in UNets MIDL 2021 Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder MIDL 2021 Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays MIDL 2021 Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021 Unsupervised Cycle-Consistent Network for Removing Susceptibility Artifacts in Single-shot EPI ACML 2021 Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking MIDL 2021 Vocal-Tract Models to Visualize the Airstream of Human Breath and Droplets While Producing Speech Interspeech 2021 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021 Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021 Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation ACL 2021 XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021 3D Self-Supervised Methods for Medical Imaging NeurIPS 2020 3D semi-supervised learning with uncertainty-aware multi-view co-training WACV 2020 3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset CVPR 2020 4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model MIDL 2020 Accurate Detection of Out of Body Segments in Surgical Video using Semi-Supervised Learning MIDL 2020 A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy MIDL 2020 Adding seemingly uninformative labels helps in low data regimes ICML 2020 An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training AAAI 2020