Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges.

Jörg Rahnenführer Riccardo de Bin Axel Benner Federico Ambrogi Lara Lusa Anne-Laure BoulesteixEugenia MigliavaccaHarald Binder Stefan Michiels Willi Sauerbrei Lisa Meier McShanenull null

Published in: BMC medicine (2023)

This review aims to provide a solid statistical foundation for researchers, including statisticians and non-statisticians, who are new to research with HDD or simply want to better evaluate and understand the results of HDD analyses.

Keyphrases

electronic health record
big data
liquid chromatography
global health
machine learning
mass spectrometry
data analysis
artificial intelligence