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https://github.com/hahnec/gulm

Geometric Ultrasound Localization Microscopy (MICCAI 23): Ellipse Intersections from Time-Difference-of-Arrival signals
https://github.com/hahnec/gulm

ceus contrast-enhancement ellipse geometric imaging intersection localization medical medical-imaging microbubble microscopy time-of-arrival time-of-flight ulm ultrasound vascular vascular-flow

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Geometric Ultrasound Localization Microscopy (MICCAI 23): Ellipse Intersections from Time-Difference-of-Arrival signals

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## G-ULM: Geometric Ultrasound Localization Microscopy

[![arXiv paper link](https://img.shields.io/badge/paper-arXiv:2306.15548-red)](https://arxiv.org/pdf/2306.15548.pdf)

### Overview



### Datasets

*In vivo* (inference): https://doi.org/10.5281/zenodo.7883227

*In silico* (training+inference): https://doi.org/10.5281/zenodo.4343435



### Citation

```
@InProceedings{gulm:2023,
author="Hahne, Christopher and Sznitman, Raphael",
title="Geometric Ultrasound Localization Microscopy",
booktitle="Medical Image Computing and Computer Assisted Intervention -- MICCAI 2023",
year="2023",
publisher="Springer Nature Switzerland",
address="Cham",
pages="217--227",
isbn="978-3-031-43999-5"
}
```

### Acknowledgment

This research is funded by the Hasler foundation under project number 22027.