Weight-Based Framework for Predictive Modeling of Multiple Databases With Noniterative Communication Without Data Sharing: Privacy-Protecting Analytic Method for Multi-Institutional Studies

BackgroundSecuring the representativeness of study populations is crucial in biomedical research to ensure high generalizability. In this regard, using multi-institutional data have advantages in medicine. However, combining data physically is difficult as the confidential na...

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Bibliographic Details
Main Authors: Park, Ji Ae, Sung, Min Dong, Kim, Ho Heon, Park, Yu Rang
Format: Article
Language:English
Published: JMIR Publications 2021-04-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2021/4/e21043