NVIDIA at MICCAI 2022

September 18-22

Explore the best of MICCAI’s groundbreaking research in deep learning medical imaging research.

Join us at the Medical Image Computing and Computer Assisted Intervention (MICCAI) conference at the Resorts World Convention Centre Singapore. Meet NVIDIA experts and learn the latest on MONAI, Federated Learning with NVIDIA Federated Learning Application Runtime Environment (NVFlare), and NVIDIA Clara Holoscan for a new era of software-defined medical devices.

MONAI Tutorial

September 22 8:00 a.m. - 3:00 p.m. SGT

MONAI is a freely available, community-supported, open-source PyTorch-based framework for deep learning in medical imaging. It provides domain-optimized foundational capabilities for developing medical imaging training workflows in a native PyTorch paradigm.

The MONAI Tutorial covers in-depth deep learning training with MONAI Core, from understanding the basics of medical-specific transforms and architectures, bundling AI models, Federated Learning, and state-of-the-art models like Swin UNETR. And at a high level, it will cover MONAI Label, an intelligent image labeling and learning tool, and MONAI Deploy, which helps package, test, and deploy AI applications.

Workshops and Challenges

September 18
8:00 a.m. - 11:30 a.m. SGT
GRAIL: Graphs in biomedicAl Image Analysis
Learn More >
September 18
8:00 a.m. - 11:30 a.m. SGT
SASHIMI: Simulation and Synthesis in Medical Imaging
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September 18
3:40 p.m. - 7:10 p.m. SGT
FAIR: aFfordable Healthcare and AI for Resource Diverse Global Health
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September 18
3:40 p.m. - 7:10 p.m. SGT
ACR-NCI-NVIDIA Breast Density Federated Learning Challenge
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September 22
8:00 a.m. - 11:30 a.m. SGT
Automated Machine Learning (AutoML) and Neural Architecture Search (NAS) in Medical Image Analysis
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September 22
8:00 a.m. - 3:00 p.m. SGT
DART: Domain Adaptation and Representation Transfer- Learning Transferable, Interpretable, and Robust Representations
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September 22
8:00 a.m. - 11:30 a.m. SGT
DeCaF: Distributed, Collaborative and Federated Learning
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Conference Schedule

At MICCAI 2021, explore a range of groundbreaking work in the field of medical imaging. Take a closer look at the scheduled NVIDIA sessions that are part of this year’s program.

PRE-
CONFERENCE
MONDAY,
27TH SEPT
TUESDAY,
28TH SEPT
WEDNESDAY, 29TH SEPT THURSDAY,
30TH SEPT
FRIDAY,
1ST OCT
POST-
CONFERENCE
22nd - 24th Sept
MONAI MICCAI Bootcamp 2021
Affordable healthcare and AI for Resource diverse global health (FAIR)
All day
MICCAI Student Board: Academia & Industry event​
19.30 pm UTC
Distributed And Collaborative Learning (DCL)
All day
23rd - 24th Oct
MICCAI Hackathon
9:00 AM UTC
ASMUS – 2021: International Workshop of Advances in Simplifying Medical UltraSound (ASMUS)
All day
Domain Adaptation and Representation Transfer (DART)
All day
Kick-Off MICCAI Hackathon
9:30 AM UTC

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