Medical Imaging

Weakly Supervised Learning of Single-Cell Feature Embeddings CVPR 2018 An Error Detection and Correction Framework for Connectomics NeurIPS 2017 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017 Deep Hyperalignment NeurIPS 2017 Hypernasality Severity Analysis in Cleft Lip and Palate Speech Using Vowel Space Area Interspeech 2017 Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech Interspeech 2017 Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation CVPR 2017 Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding NeurIPS 2017 Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification CVPR 2017 Parsing Images of Overlapping Organisms With Deep Singling-Out Networks CVPR 2017 Protein Interface Prediction using Graph Convolutional Networks NeurIPS 2017 Scalable Variational Inference for Super Resolution Microscopy AISTATS 2017 Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017 Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017 Sounds of the Human Vocal Tract Interspeech 2017 Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration) IJCAI 2017 Vocal Tract Airway Tissue Boundary Tracking for rtMRI Using Shape and Appearance Priors Interspeech 2017 WSISA: Making Survival Prediction From Whole Slide Histopathological Images CVPR 2017 Active Learning for Delineation of Curvilinear Structures CVPR 2016 Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks NeurIPS 2016 Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks CVPR 2016 Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation NeurIPS 2016 Decrypting “Cryptogenic” Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients JMLR 2016 Deep ADMM-Net for Compressive Sensing MRI NeurIPS 2016