Showing 1–20 of 48 results
/ Date/ Name
Jul 22, 2022Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographsMay 11, 2020Deep Reinforcement Learning for Organ Localization in CTJul 1, 2019Cross-view Relation Networks for Mammogram Mass DetectionFeb 6, 2019Labelling Vertebrae with 2D Reformations of Multidetector CT Images: An Adversarial Approach for Incorporating Prior Knowledge of Spine AnatomyApr 22, 2021METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet MicroscopyMay 14, 2021Evaluating the Robustness of Self-Supervised Learning in Medical ImagingSep 3, 2021Semi-Implicit Neural Solver for Time-dependent Partial Differential EquationsNov 22, 2013Radiotherapy planning for glioblastoma based on a tumor growth model: Improving target volume delineationMar 13, 2017A Localisation-Segmentation Approach for Multi-label Annotation of Lumbar Vertebrae using Deep NetsApr 8, 2018DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual LearningSep 10, 2024Improving the Precision of CNNs for Magnetic Resonance Spectral ModelingSep 22, 2020Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D RefinementFeb 14, 2017Efficient Algorithms for Moral Lineage TracingApr 8, 2018Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model LossJun 20, 2016The Minimum Cost Connected Subgraph Problem in Medical Image AnalysisAug 5, 2024StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterationsMar 25, 2018DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic VolumesApr 16, 2025Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRISep 23, 2020Robustification of Segmentation Models Against Adversarial Perturbations In Medical ImagingAug 18, 2020Grading Loss: A Fracture Grade-based Metric Loss for Vertebral Fracture Detection