Cargando…

ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data

We developed a One-shot Distributed Algorithm for Cox proportional-hazards model to analyze Heterogeneous multi-center time-to-event data (ODACH) circumventing the need for sharing patient-level information across sites. This algorithm implements a surrogate likelihood function to approximate the Co...

Descripción completa

Detalles Bibliográficos
Autores principales:	Luo, Chongliang, Duan, Rui, Naj, Adam C., Kranzler, Henry R., Bian, Jiang, Chen, Yong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033863/ https://www.ncbi.nlm.nih.gov/pubmed/35459767 http://dx.doi.org/10.1038/s41598-022-09069-0

Ejemplares similares

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models
por: Luo, Chongliang, et al.
Publicado: (2022)

Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites
por: Liu, Xiaokang, et al.
Publicado: (2022)

An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes
por: Edmondson, Mackenzie J., et al.
Publicado: (2021)

ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites
por: Duan, Rui, et al.
Publicado: (2019)

One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms
por: Kulvicius, Tomas, et al.
Publicado: (2021)

One-shot Synesthesia
por: Kirschner, Alexandra, et al.
Publicado: (2017)

End-to-End One-Shot Path-Planning Algorithm for an Autonomous Vehicle Based on a Convolutional Neural Network Considering Traversability Cost
por: Bian, Tongfei, et al.
Publicado: (2022)

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites
por: Tong, Jiayi, et al.
Publicado: (2022)

Mining multi-center heterogeneous medical data with distributed synthetic learning
por: Chang, Qi, et al.
Publicado: (2023)

Hands-On One-shot Learning with Python
por: Jadon, Shruti
Publicado: (2020)

CSMOT: Make One-Shot Multi-Object Tracking in Crowded Scenes Great Again †
por: Hou, Haoxiong, et al.
Publicado: (2023)

Multi-heuristic dynamic task allocation using genetic algorithms in a heterogeneous distributed system
por: Page, Andrew J., et al.
Publicado: (2010)

Evolutionary Multi-Objective One-Shot Filter Pruning for Designing Lightweight Convolutional Neural Network
por: Wu, Tao, et al.
Publicado: (2021)

How One-Shot Learning Unfolds in the Brain
por: Weaver, Janelle
Publicado: (2015)

Holds enable one-shot reciprocal exchange
por: Frean, Marcus, et al.
Publicado: (2022)

One-shot learning for autonomous aerial manipulation
por: Zito, Claudio, et al.
Publicado: (2022)

Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning
por: Chang, Qi, et al.
Publicado: (2023)

Financial Data Center Configuration Management System Based on Random Forest Algorithm and Few-Shot Learning
por: Li, Xinxin, et al.
Publicado: (2022)

Comparison of single-shot EPI and multi-shot EPI in prostate DWI at 3.0 T
por: Tamada, Tsutomu, et al.
Publicado: (2022)

Shot distribution in the NBA: did we see when 3-point shots became popular?
por: Freitas, Lucas
Publicado: (2020)

Weighted Cox regression for the prediction of heterogeneous patient subgroups
por: Madjar, Katrin, et al.
Publicado: (2021)

Flight of the PEGASUS? Comparing Transformers on Few-Shot and Zero-Shot Multi-document Abstractive Summarization
por: Goodwin, Travis R., et al.
Publicado: (2020)

Multi-GPU, Multi-Node Algorithms for Acceleration of Image Reconstruction in 3D Electrical Capacitance Tomography in Heterogeneous Distributed System †
por: Majchrowicz, Michał, et al.
Publicado: (2020)

Optimized multi-shot imaging inspection design
por: Brierley, N., et al.
Publicado: (2018)

Embedded librarians: moving beyond one-shot instruction
por: Kvenild, Cassandra, et al.
Publicado: (2011)

Curative one-shot systemic virotherapy in murine myeloma
por: Naik, Shruthi, et al.
Publicado: (2012)

How to Isolate a Plant's Hypomethylome in One Shot
por: Wischnitzki, Elisabeth, et al.
Publicado: (2015)

Low Data Drug Discovery with One-Shot Learning
por: Altae-Tran, Han, et al.
Publicado: (2017)

Fusion Learning: A One Shot Federated Learning
por: Kasturi, Anirudh, et al.
Publicado: (2020)

Optimal timing of one-shot interventions for epidemic control
por: Di Lauro, Francesco, et al.
Publicado: (2021)

High-Dimensional Separability for One- and Few-Shot Learning
por: Gorban, Alexander N., et al.
Publicado: (2021)

Assessing the Durability of One-Shot Stimulus-Control Bindings
por: Whitehead, Peter S., et al.
Publicado: (2022)

AROS: Affordance Recognition with One-Shot Human Stances
por: Pacheco-Ortega, Abel, et al.
Publicado: (2023)

Cross Modal Few-Shot Contextual Transfer for Heterogenous Image Classification
por: Chen, Zhikui, et al.
Publicado: (2021)

Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning
por: Yang, Shuangming, et al.
Publicado: (2022)

Effect of Ball Screen and One-on-One on the Level of Opposition and Effectiveness of Shots in the ACB
por: Serna, Jorge, et al.
Publicado: (2021)

Impact of Box-Cox Transformation on Machine-Learning Algorithms
por: Blum, Luca, et al.
Publicado: (2022)

One-Shot Full-Range Quantification of Multi-Biomarkers With Different Abundance by a Tandem Giant Magnetoresistance Assay
por: Meng, Fanda, et al.
Publicado: (2022)

A Novel Energy-Aware Distributed Clustering Algorithm for Heterogeneous Wireless Sensor Networks in the Mobile Environment
por: Gao, Ying, et al.
Publicado: (2015)

DNA damage in human pterygium: One-shot multiple targets
por: Cimpean, Anca Maria, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_o7hfevfv5hftqmib5umf3ijihe