Iqvia Inc.

Abbott Laboratories Corporation

Abbvie Bahamas Limited

William Mcclellan

Xilu Wang

Michael D Wendt

Milan Bruncko

Aaron R Kunzer

Hong Ding

Andrew M Petros

Steven Elmore

Wang Shen

David John Augeri

Xiaohong Song

Christopher L Lynch

Stephen W Fesik

Saul H Rosenberg

Cheol-Min Park

Daniel A Dickman

Sheela A Thomas

Jurgen Dinges

Philip J Hajduk

Yong Cai

Emily Zhao

Yilian Yuan

David G Nettesheim

Steven A Baumeister

Ruoxin Li

Yanping Liu

Noah Tu

Thorsten Oost

Andrew Petros

Methods and systems to identify collaborative communities of individuals from graphs of multiple types of relationships amongst the individuals, including to mine data related to multiple types of relationships amongst individuals, construct graphs to represent the respective types of relationships amongst individuals, and perform a multiplex graph convolutional network (MGCN) artificial intelligence machine learning (AIML) analysis across the multiple graphs to identify the collaborative communities. A mathematical representation of the graphs may be learned/tuned to optimize clustering of the individuals. Multiple parameters (inter-graph weights, consensus regularization function) may be jointly tuned based on a joint optimization function. The collaborative communities may be displayed such that relative positions of the individuals represent measures of influence exerted by the respective individuals within the respective collaborative communities.

Methods and systems to identify collaborative communities from multiplex healthcare providers

Growing community of inventors

Havertown, PA, United States of America

William Mcclellan