Protocol for development of a checklist and guideline for transparent reporting of cluster analyses (TRoCA)

Protocol for development of a checklist and guideline for transparent reporting of cluster analyses (TRoCA)

Introduction Cluster analysis, a machine learning-based and data-driven technique for identifying groups in data, has demonstrated its potential in a wide range of contexts. However, critical appraisal and reproducibility are often limited by insufficient reporting, ultimately hampering the interpre...

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Main Authors: Ana Marusic, Bright I Nwaru, Syed Ahmar Shah, Meredith Wallace, Dat Tran, Daniil Lisik, Rani Basna, Tai Dinh, Ryan P Browne, Jeffrey L Andrews, Absalom Ezugwu, Joaquín Torres-Sospedra, Hieu-Chi Dam, Philippe Fournier-Viger, Christian Hennig, Marieke Timmerman, Matthijs J Warrens, Eva Ceulemans, Tina M Hernandez-Boussard
Format: Article
Language:English
Published: BMJ Publishing Group 2025-08-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/15/8/e099609.full
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