MONAI Workshop
Overview of MONAI
Project MONAI accelerates the development of deep learning for medical imaging with a common software foundation and a vibrant community. Its customizable interface lets researchers bring components to existing pipelines or perform end-to-end training. It increases efficiency and collaboration with domain-optimized foundational capabilities and algorithm standardization. And it improves reproducibility by bringing together the community for comparison, evaluation, and benchmarking.
About the Bootcamp
This year, we’re offering the flexibility to attend either in person or online. Our hybrid format lets you choose the option that best suits your preferences and circumstances. Here's what you need to know:
In-person attendance: If you’re local or attending the Medical Imaging With Deep Learning (MIDL) conference, you can join us in person.
Online attendance via Zoom: For those who can’t join us in person, we’re offering a seamless virtual experience through Zoom.
Prerequisites
Entry-, intermediate-, and advanced-level researchers are encouraged to join the bootcamp, but some experience applying deep learning to medical imaging would be useful. And while experience with PyTorch programming isn’t a requirement, it would be beneficial.
Registration
For attending the workshop online, Register at https://monaimidlmeetup.splashthat.com/. For those attending the conference in-person, no registration is required for attending the workshop in-person.
Agenda
Date: 13th July, 2023
| Time | Activity | Presenter(s) | ||
|---|---|---|---|---|
| 09:00 | MONAI Overview and Open Science | Stephen Aylward (Kitware) | ||
| 09:40 | Metrics Reloaded | Annika Reinke (DKFZ) | ||
| 10:15 | Generative AI | Mark Graham (KCL) | ||
| 10:45 | Coffee Break | |||
| 11:00 | Federated Learning | Holger Roth (NVIDIA) | ||
| 11:35 | MONAI VISTA(Versatile Imaging SegmenTation and Annotation) Model | Wenqi Li / Pengfei Guo / Yucheng Tang (NVIDIA) | ||
| 12:10 | Hands-On: Auto3DSeg | Dong Yang / Vishwesh Nath (NVIDIA) | ||
| 13:00 | Q&A and Closing Remarks | Michael Zephyr (NVIDIA) |
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|---|---|
| Stephen Aylward, Senior Director, Strategic Initiatives, Kitware | Mark Graham, Research Fellow in AI-Enabled Neurology, King’s College London |
 |  |
| Pengfei Guo, Applied Research Scientist, NVIDIA | Wenqi Li, Senior Applied Research Scientist, NVIDIA |
 |  |
| Vishwesh Nath, Senior Applied Research Scientist, NVIDIA | Annike Reinke, Postdoctoral Researcher, German Cancer Research Center (DKFZ) |
 |  |
| Holger Roth, Senior Applied Research Scientist, NVIDIA | Yucheng Tang, Applied Research Scientist, NVIDIA |
 |  |
| Dong Yang, Senior Applied Research Scientist, NVIDIA | Michael Zephyr, Technical Marketing Engineer, NVIDIA |
Local contact for Workshop: Dr Bennett Landman, [email protected]