A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score

Ovidio De Filippo; Francesco Codicè; Alessandro Tavelli; Tiziana Sanavia; Flavio Sartori; Andrea Bosio; Martina Ranzenigo; Alessandra Guida; Andrea Gori; Lucia Taramasso; Nicola Squillace; Pierre Meynet; Benedetta De Guidi; Alessandra Vergori; Giovanni Guaraldi; Piero Fariselli; Gaetano Maria De Ferrari; Fabrizio D'Ascenzo; Andrea CALCAGNO

doi:10.1016/j.ajpc.2026.101511

A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score

Ovidio De Filippo
, Francesco Codicè
, Alessandro Tavelli
, Tiziana Sanavia
, Flavio Sartori
, Andrea Bosio
, Martina Ranzenigo
, Alessandra Guida
, Andrea Gori
, Lucia Taramasso
, Nicola Squillace
, Pierre Meynet
, Benedetta De Guidi
, Alessandra Vergori
, Giovanni Guaraldi
, Piero Fariselli
, Gaetano Maria De Ferrari
, Fabrizio D'Ascenzo
, Andrea CALCAGNO

Department of Translational Medicine

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	American Journal of Preventive Cardiology
Volume	26
DOIs	https://doi.org/10.1016/j.ajpc.2026.101511
Publication status	Published - 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Antiretrovirals
Cardiovascular prevention
Human immunodeficiency virus
Machinelearning
Risk score

Access to Document

10.1016/j.ajpc.2026.101511

https://hdl.handle.net/11579/229731

Cite this

De Filippo, O., Codicè, F., Tavelli, A., Sanavia, T., Sartori, F., Bosio, A., Ranzenigo, M., Guida, A., Gori, A., Taramasso, L., Squillace, N., Meynet, P., De Guidi, B., Vergori, A., Guaraldi, G., Fariselli, P., De Ferrari, G. M., D'Ascenzo, F., & CALCAGNO, A. (2026). A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score. American Journal of Preventive Cardiology, 26. https://doi.org/10.1016/j.ajpc.2026.101511

@article{0fceb2889a764ccbb65ee9f96caf5d53,

title = "A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score",

keywords = "Antiretrovirals, Cardiovascular prevention, Human immunodeficiency virus, Machinelearning, Risk score, Antiretrovirals, Cardiovascular prevention, Human immunodeficiency virus, Machinelearning, Risk score",

author = "\{De Filippo\}, Ovidio and Francesco Codic{\`e} and Alessandro Tavelli and Tiziana Sanavia and Flavio Sartori and Andrea Bosio and Martina Ranzenigo and Alessandra Guida and Andrea Gori and Lucia Taramasso and Nicola Squillace and Pierre Meynet and \{De Guidi\}, Benedetta and Alessandra Vergori and Giovanni Guaraldi and Piero Fariselli and \{De Ferrari\}, \{Gaetano Maria\} and Fabrizio D'Ascenzo and Andrea CALCAGNO",

year = "2026",

doi = "10.1016/j.ajpc.2026.101511",

language = "English",

volume = "26",

journal = "American Journal of Preventive Cardiology",

issn = "2666-6677",

publisher = "Elsevier B.V.",

}

De Filippo, O, Codicè, F, Tavelli, A, Sanavia, T, Sartori, F, Bosio, A, Ranzenigo, M, Guida, A, Gori, A, Taramasso, L, Squillace, N, Meynet, P, De Guidi, B, Vergori, A, Guaraldi, G, Fariselli, P, De Ferrari, GM, D'Ascenzo, F & CALCAGNO, A 2026, 'A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score', American Journal of Preventive Cardiology, vol. 26. https://doi.org/10.1016/j.ajpc.2026.101511

TY - JOUR

T1 - A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score

AU - De Filippo, Ovidio

AU - Codicè, Francesco

AU - Tavelli, Alessandro

AU - Sanavia, Tiziana

AU - Sartori, Flavio

AU - Bosio, Andrea

AU - Ranzenigo, Martina

AU - Guida, Alessandra

AU - Gori, Andrea

AU - Taramasso, Lucia

AU - Squillace, Nicola

AU - Meynet, Pierre

AU - De Guidi, Benedetta

AU - Vergori, Alessandra

AU - Guaraldi, Giovanni

AU - Fariselli, Piero

AU - De Ferrari, Gaetano Maria

AU - D'Ascenzo, Fabrizio

AU - CALCAGNO, Andrea

PY - 2026

Y1 - 2026

KW - Antiretrovirals

KW - Cardiovascular prevention

KW - Human immunodeficiency virus

KW - Machinelearning

KW - Risk score

KW - Antiretrovirals

KW - Cardiovascular prevention

KW - Human immunodeficiency virus

KW - Machinelearning

KW - Risk score

UR - https://iris.uniupo.it/handle/11579/229731

U2 - 10.1016/j.ajpc.2026.101511

DO - 10.1016/j.ajpc.2026.101511

M3 - Article

SN - 2666-6677

VL - 26

JO - American Journal of Preventive Cardiology

JF - American Journal of Preventive Cardiology

ER -

A machine learning-derived cardiovascular risk score in people with HIV: the ML-ICONA score

UN SDGs

Keywords

Access to Document

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