Showing 1–20 of 36 results
/ Date/ Name
Jul 12, 2018Hydranet: Data Augmentation for Regression Neural NetworksNov 4, 2019Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural NetworksMay 22, 2017GP-Unet: Lesion Detection from Weak Labels with a 3D Regression NetworkJun 5, 2019Weakly Supervised Object Detection with 2D and 3D Regression Neural NetworksFeb 16, 20183D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRISep 20, 2016Hands-Free Segmentation of Medical Volumes via Binary InputsNov 28, 2020Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video ProcessingJul 1, 2019Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentationMar 31, 2021Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray ImagesJun 3, 2021Double Descent Optimization Pattern and Aliasing: Caveats of Noisy LabelsMar 21, 2018Quantification of Lung Abnormalities in Cystic Fibrosis using Deep NetworksOct 18, 2022ATCON: Attention Consistency for Vision ModelsJul 20, 2021Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CTJun 18, 2020DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training DataJul 23, 2018Deep Learning from Label Proportions for Emphysema QuantificationNov 4, 2019Semi-Supervised Medical Image Segmentation via Learning Consistency under TransformationsJun 26, 2024Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular VideosNov 14, 2024SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance AngiogramsJul 17, 2019Patient-specific Conditional Joint Models of Shape, Image Features and Clinical IndicatorsApr 12, 2020When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans