Posts by Yan Cheng
Data Science
Jun 28, 2024
Federated XGBoost Made Practical and Productive with NVIDIA FLARE
XGBoost is a highly effective and scalable machine learning algorithm widely employed for regression, classification, and ranking tasks. Building on the...
6 MIN READ
Computer Vision / Video Analytics
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
Data Science
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
Data Science
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