isbi 2020

H-Scan Format for Classification of Ultrasound Scatterers and Matched Comparison to Histology Measurements

End-To-End Training of Neural Networks with Topological Loss

Recognition of Event-Associated Brain Functional Networks in EEG for Brain Network Based Applications

3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks

Preliminary Studies on Training and Fine-Tuning Deep Denoiser Neural Networks in Learned D-Amp for Undersampled Real MR Measurements

Unsupervised Task Design to Meta-Train Medical Image Classifiers

Self-Supervised Physics-Based Deep Learning MRI Reconstruction without Fully-Sampled Data

Representations, Metrics and Statistics for Shape Analysis of Elastic Graphs

Fast Automatic Parameter Selection for MRI Reconstruction

AI-Enabled Systems in Medical Imaging: USFDA Research and Regulatory Pathways

Three Dimensional Nuclei Segmentation and Classification of Fluorescence Microscopy Images

A Computational Diffusion Mri Framework for Biomarker Discovery in a Rodent Model of Post-Traumatic Epileptogenesis