Medical Imaging

Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021 Model Patching: Closing the Subgroup Performance Gap with Data Augmentation ICLR 2021 Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021 Motion Adaptive Deblurring With Single-Photon Cameras WACV 2021 MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021 MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021 Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning CVPR 2021 Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021 Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021 Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement CVPR 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food CVPR 2021 Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray AAAI 2021 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021 Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging CVPR 2021 Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos AAAI 2021 Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021 Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network MIDL 2021 Progressive Transformer-Based Generation of Radiology Reports EMNLP 2021 Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021 Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images AAAI 2021 Relational Classification of Biological Cells in Microscopy Images AAAI 2021 Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection NeurIPS 2021 Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021 Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NeurIPS 2021