Posts by Holger Roth
Technical Walkthrough
Nov 29, 2021
Creating Robust and Generalizable AI Models with NVIDIA FLARE
Federated learning (FL) has become a reality for many real-world applications. It enables multinational collaborations on a global scale to build more robust...
6 MIN READ
Technical Walkthrough
Jun 21, 2021
Federated Learning with Homomorphic Encryption
In NVIDIA Clara Train 4.0, we added homomorphic encryption (HE) tools for federated learning (FL). HE enables you to compute data while the data is still...
5 MIN READ
Technical Walkthrough
Apr 15, 2020
Powering AutoML-enabled AI Model Training with Clara Train
Deep neural networks (DNNs) have been successfully applied to volume segmentation and other medical imaging tasks. They are capable of achieving...
8 MIN READ
Technical Walkthrough
Dec 01, 2019
Federated Learning powered by NVIDIA Clara
AI requires massive amounts of data. This is particularly true for industries such as healthcare. For example, training an automatic tumor diagnostic system...
11 MIN READ
Technical Walkthrough
Jun 26, 2019
Annotate, Build, and Adapt Models for Medical Imaging with the Clara Train SDK
Deep Learning in medical imaging has shown great potential for disease detection, localization, and classification within radiology. Deep Learning holds the...
9 MIN READ
Technical Walkthrough
Apr 26, 2019
Fast AI Assisted Annotation and Transfer Learning Powered by the Clara Train SDK
[stextbox id="info"]The NVIDIA Transfer Learning Toolkit is now NVIDIA TAO Toolkit.[/stextbox] The growing volume of clinical data in medical imaging slows down...
8 MIN READ