Medical Imaging

A Dark Flash Normal Camera ICCV 2021 A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021 A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy ICCV 2021 A Lightweight Neural Model for Biomedical Entity Linking AAAI 2021 Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective AAAI 2021 AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021 A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms MLHC 2021 An Improved Model for Voicing Silent Speech ACL 2021 A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021 A Self-Boosting Framework for Automated Radiographic Report Generation CVPR 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation MIDL 2021 Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021 Balanced sampling for an object detection problem - application to fetal anatomies detection MIDL 2021 Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021 Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021 Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021 Big Self-Supervised Models Advance Medical Image Classification ICCV 2021 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 CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021 Changing the Contrast of Magnetic Resonance Imaging Signals using Deep Learning MIDL 2021