Holger Roth

Holger Roth is a Sr. Applied Research Scientist at NVIDIA focusing on deep learning for medical imaging. He has been working closely with clinicians and academics over the past several years to develop deep learning based medical image computing and computer-aided detection models for radiological applications. He holds a Ph.D. from University College London, UK.
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Posts by Holger Roth

Technical Walkthrough 0 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 0 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 0 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 1 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
CUDA AI Cube
Technical Walkthrough 0 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 0 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