#2273 A surrogate marker for graft-to-recipient allocation could be identifying patients at risk of postoperative complications using donor data as predictors
Sign Up to like & getrecommendations! Published in 2025 at "Nephrology Dialysis Transplantation"
DOI: 10.1093/ndt/gfaf116.1831
Abstract: A key challenge in kidney transplantation is optimizing graft allocation to maximize graft survival, recipient survival, and dialysis-free survival time. Variables such as delayed graft failure (DGF) and serum creatinine are widely recognized as reliable… read more here.
Keywords: recipient; gradient boost; transplant; graft ... See more keywords
Gradient Boosted Neural Decision Forest
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2021.3133673
Abstract: Tree-based models and deep neural networks are two schools of effective classification methods in machine learning. While tree-based models are robust irrespective of data domain, deep neural networks have advantages in handling high-dimensional data. Adding… read more here.
Keywords: decision forest; neural decision; gradient; gradient boost ... See more keywords
An extreme gradient boost based classification and regression tree for network intrusion detection in IoT
Sign Up to like & getrecommendations! Published in 2024 at "Bulletin of Electrical Engineering and Informatics"
DOI: 10.11591/eei.v13i3.6843
Abstract: Nowadays, modern technology includes various devices, networks, and apps from the internet of things (IoT), which consist of both positive and negative impacts on social, economic, and industrial effects. To address these issues, IoT applications… read more here.
Keywords: regression tree; gradient boost; classification regression; based classification ... See more keywords
A short-term photovoltaic power prediction model based on the gradient boost decision tree
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8050689
Abstract: Due to the development of photovoltaic (PV) technology and the support from governments across the world, the conversion efficiency of solar energy has been improved. However, the PV power output is influenced by environment factors,… read more here.
Keywords: model based; power prediction; power; gradient boost ... See more keywords