Luca Mingardi

Statistics

Publications

Citations

481

H-Index

Active since

2020

Affiliations

Massachusetts Institute of Technology(Current)

Princeton University

Instituto de Biomedicina de Sevilla

Universidad de Sevilla

Hospital Universitario Virgen del Rocío

Luca Mingardi is an author at Massachusetts Institute of Technology specializing in predictive analytics, health informatics, and health data science.

ORCID

Top concepts

Health InformaticsPredictive AnalyticsCovid-19MedicineData MiningEngineeringData ScienceEpidemiologyPublic HealthComputer Science

Publications per year

2020–2021

Publications

COVID-19 mortality risk assessment: An international multi-center study

Dimitris Bertsimas, Galit Lukin, Luca Mingardi et al. · PLoS ONE · 2020 · 189 citations · Full text

Machine Learning for Real-Time Heart Disease Prediction

Dimitris Bertsimas, Luca Mingardi, Bartolomeo Stellato · IEEE Journal of Biomedical and Health Informatics · 2021 · 97 citations

Multiple Instance Learning, Anomaly Detection, Machine Learning +19

From predictions to prescriptions: A data-driven response to COVID-19

Dimitris Bertsimas, Léonard Boussioux, Ryan Cory-Wright et al. · Health Care Management Science · 2021 · 80 citations · Full text

COVID-19 Mortality Risk Assessment: An International Multi-Center Study

Dimitris Bertsimas, Galit Lukin, Luca Mingardi et al. · 2020 · 56 citations · Full text

Prognosis, Population Health Sciences, Derivation Cohort +25

Comparing interpretability and explainability for feature selection

Jack Dunn, Luca Mingardi, Ying Daisy Zhuo · arXiv (Cornell University) · 2021 · 23 citations · Full text

Artificial Intelligence, Variable Importance Scores, Variable Importance +14

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