Grégoire Preud’homme

Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark

Grégoire Preud’homme, Kévin Duarte, Kévin Dalleau et al. · Scientific Reports · 2021 · 102 citations · Full text

Machine Learning-Derived Echocardiographic Phenotypes Predict Heart Failure Incidence in Asymptomatic Individuals

Masatake Kobayashi, Olivier Huttin, Martin Magnusson et al. · JACC. Cardiovascular imaging · 2021 · 81 citations · Full text

Enhanced clinical phenotyping by mechanistic bioprofiling in heart failure with preserved ejection fraction: insights from the MEDIA-DHF study (The Metabolic Road to Diastolic Heart Failure)

Susan Stienen, João Pedro Ferreira, Masatake Kobayashi et al. · Biomarkers · 2020 · 40 citations · Full text

Prognostic impact of plasma volume estimated from hemoglobin and hematocrit in heart failure with preserved ejection fraction

Masatake Kobayashi, Nicolas Girerd, Kévin Duarte et al. · Clinical Research in Cardiology · 2020 · 34 citations · Full text

Heart Failure, Cardiovascular Disease, Hematology +7

Diagnostic performance of congestion score index evaluated from chest radiography for acute heart failure in the emergency department: A retrospective analysis from the PARADISE cohort

Masatake Kobayashi, Amine Douair, Kévin Duarte et al. · PLoS Medicine · 2020 · 19 citations · Full text