Extracting Most Impacting Emergency Department Patient Flow By Embedding Laboratory-confirmed and Clinical Diagnosis on The Stiefel Manifold. - Clément Pealat; Guillaume Bouleux; Vincent Cheutet (BHI, 2019)

Improved Time-Series Clustering with UMAP dimension reduction method. - Clément Pealat; Guillaume Bouleux; Vincent Cheutet (ICPR, 2020)

Improved time series clustering based on new geometric frameworks. - Clément Pealat; Guillaume Bouleux; Vincent Cheutet (Pattern Recognit., 2022)

Modélisation du flux de patients aux urgences liés aux maladies respiratoires par analyse géométrique de séries temporelles. (Modeling emergency room patient flow related to respiratory diseases by geometric time series analysis). - Clément Pealat (2022)

Using a manifold-based approach to extract clinical codes associated with winter respiratory viruses at an emergency department. - Clément Pealat; Guillaume Bouleux; Vincent Cheutet; Maxime Maignan; Luc Provoost; Sylvie Pillet; Olivier Mory (Expert Syst. Appl., 2023)