Masatake Kobayashi

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 · 110 citations · Full text

Computing, Biostatistics, Data Science +13

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

Masatake Kobayashi, Olivier Huttin, Martin Magnusson et al. · JACC. Cardiovascular imaging · 2021 · 91 citations · Full text

Medicine, Cardiology, Clinical Cardiology +16

Accuracy of Several Lung Ultrasound Methods for the Diagnosis of Acute Heart Failure in the ED

Aurélien Buessler, Tahar Chouihed, Kévin Duarte et al. · CHEST Journal · 2019 · 89 citations

Medicine, Cardiology, Internal Medicine +14

Prognostic value of estimated plasma volume in acute heart failure in three cohort studies

Masatake Kobayashi, Patrick Rossignol, João Pedro Ferreira et al. · Clinical Research in Cardiology · 2018 · 54 citations

Medicine, Cardiology, Internal Medicine +14

Association between right-sided cardiac function and ultrasound-based pulmonary congestion on acutely decompensated heart failure: findings from a pooled analysis of four cohort studies

Masatake Kobayashi, Luna Gargani, Alberto Palazzuoli et al. · Clinical Research in Cardiology · 2020 · 47 citations · Full text

Medicine, Cardiology, Internal Medicine +10