Learning Personalized Brain Functional Connectivity of MDD Patients from
Multiple Sites via Federated Bayesian Networks

Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks

6 January 2023

Papers citing "Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks"

16 / 16 papers shown

Title
Learning Multitask Gaussian Bayesian Networks Shuai Liu Yixuan Qiu Baojuan Li Huaning Wang Xiangyu Chang 65 2 0 11 May 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images Meirui Jiang Zirui Wang Qi Dou FedML 79 127 0 20 Dec 2021
Towards Federated Bayesian Network Structure Learning with Continuous Optimization Ignavier Ng Kun Zhang FedML 59 38 0 18 Oct 2021
Causal Discovery from Incomplete Data using An Encoder and Reinforcement Learning Xiaoshui Huang Fujin Zhu Lois Holloway Ali Haidar CML 31 10 0 09 Jun 2020
DYNOTEARS: Structure Learning from Time-Series Data Roxana Pamfil Nisara Sriwattanaworachai Shaan Desai Philip Pilgerstorfer Paul Beaumont K. Georgatzis Bryon Aragam CML AI4TS BDL 64 189 0 02 Feb 2020
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Xiaoxiao Li Yufeng Gu Nicha Dvornek Lawrence H. Staib P. Ventola James S. Duncan FedML OOD 59 353 0 16 Jan 2020
A Graph Autoencoder Approach to Causal Structure Learning Ignavier Ng Shengyu Zhu Zhitang Chen Zhuangyan Fang BDL CML 44 82 0 18 Nov 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 64 481 0 22 Apr 2019
Federated Learning with Non-IID Data Yue Zhao Meng Li Liangzhen Lai Naveen Suda Damon Civin Vikas Chandra FedML 139 2,547 0 02 Jun 2018
DAGs with NO TEARS: Continuous Optimization for Structure Learning Xun Zheng Bryon Aragam Pradeep Ravikumar Eric Xing NoLa CML OffRL 66 925 0 04 Mar 2018
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 75 246 0 07 Jun 2016
Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso A. Gibberd J. Nelson 46 69 0 19 Dec 2015
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 69 550 0 27 Mar 2013
A Polynomial-Time Algorithm for Deciding Markov Equivalence of Directed Cyclic Graphical Models Thomas S. Richardson 99 45 0 13 Feb 2013
Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Jiji Zhang Peter Spirtes 88 272 0 27 Jun 2012
The group fused Lasso for multiple change-point detection K. Bleakley Jean-Philippe Vert 93 181 0 21 Jun 2011