news of my team in 2020

5 COVID-19 Models released at NGC

  • COVID-19 CT Lung Seg​ [link]
  • COVID-19 CT Lung Lesion Seg [link]
  • COVID-19 CT Lung Classification​ [link]
  • COVID-19 CT Lung Annotation​ [link]
  • COVID-19 X-Ray Lung + EHR EXAM [link]

COVID-19 Federated Learning Exam Project

Triaging COVID-19 Patients: 20 Hospitals in 20 Days Build AI Model that Predicts Oxygen Needs

NPJ Digital Medicine

Our paper on The Future of Digital Health with Federated Learning is accepted at NPJ Digital Medicine.

Nature Communications

Our paper on Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets is accepted at  Nature Communications.

GTC 2020

Clara Train SDK 3.0 is released with new features of AutoML, DeepGrow, and more.

In a federated learning collaboration, the American College of Radiology, Diagnosticos da America, Partners HealthCare, Ohio State University and Stanford Medicine developed better predictive models to assess breast tissue density with NVIDIA Clara Federated Learning SDK. [link]

MONAI

On April 21 2020, NVIDIA and King’s College London Announce MONAI Open Source AI Framework for Healthcare Research