Emmanuel Bresso

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

Integrative relational machine-learning for understanding drug side-effect profiles

Emmanuel Bresso, Renaud Grisoni, Gino Marchetti et al. · BMC Bioinformatics · 2013 · 64 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

Inflammation and remodeling pathways and risk of cardiovascular events in patients with ischemic heart failure and reduced ejection fraction

Nicolas Girerd, John G.F. Cleland, Stefan D. Anker et al. · Scientific Reports · 2022 · 40 citations · Full text