Medical Imaging

Translating and Segmenting Multimodal Medical Volumes With Cycle- and Shape-Consistency Generative Adversarial Network CVPR 2018 Visual Feature Attribution Using Wasserstein GANs CVPR 2018 Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018 An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification Interspeech 2017 An Error Detection and Correction Framework for Connectomics NeurIPS 2017 Bayesian Tensor Regression JMLR 2017 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017 Cross-Spectral Factor Analysis NeurIPS 2017 Database of Volumetric and Real-Time Vocal Tract MRI for Speech Science Interspeech 2017 Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation CVPR 2017 MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017 Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification CVPR 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017 See without looking: joint visualization of sensitive multi-site datasets IJCAI 2017 Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017 Snore Sound Classification Using Image-Based Deep Spectrum Features Interspeech 2017 WSISA: Making Survival Prediction From Whole Slide Histopathological Images CVPR 2017 An Improved 3D Geometric Tongue Model Interspeech 2016 A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis CVPR 2016 Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks CVPR 2016 Bayesian Graphical Models for Multivariate Functional Data JMLR 2016 Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation NeurIPS 2016 DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016 Improved Depiction of Tissue Boundaries in Vocal Tract Real-Time MRI Using Automatic Off-Resonance Correction Interspeech 2016