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Multiomics tools for improved atherosclerotic cardiovascular disease management

Articolo
Data di Pubblicazione:
2023
Citazione:
Multiomics tools for improved atherosclerotic cardiovascular disease management / M. Sopic, B. Vilne, E. Gerdts, F. Trindade, S. Uchida, S. Khatib, S.B. Wettinger, Y. Devaux, P. Magni. - In: TRENDS IN MOLECULAR MEDICINE. - ISSN 1471-499X. - 29:12(2023 Dec), pp. 983-995. [10.1016/j.molmed.2023.09.004]
Abstract:
Multiomics studies offer accurate preventive and therapeutic strategies for atherosclerotic cardiovascular disease (ASCVD) beyond traditional risk factors. By using artificial intelligence (AI) and machine learning (ML) approaches, it is possible to integrate multiple 'omics and clinical data sets into tools that can be utilized for the development of personalized diagnostic and therapeutic approaches. However, currently multiple challenges in data quality, integration, and privacy still need to be addressed. In this opinion, we emphasize that joined efforts, exemplified by the AtheroNET COST Action, have a pivotal role in overcoming the challenges to advance multiomics approaches in ASCVD research, with the aim to foster more precise and effective patient care.
Tipologia IRIS:
01 - Articolo su periodico
Keywords:
artificial intelligence; atherosclerotic cardiovascular disease; data integration; machine learning; multiomics
Elenco autori:
M. Sopic, B. Vilne, E. Gerdts, F. Trindade, S. Uchida, S. Khatib, S.B. Wettinger, Y. Devaux, P. Magni
Autori di Ateneo:
MAGNI PAOLO ( autore )
Link alla scheda completa:
https://air.unimi.it/handle/2434/1018191
Link al Full Text:
https://air.unimi.it/retrieve/handle/2434/1018191/2326907/PIIS1471491423002198.pdf
Progetto:
Comprehensive and personalized assessment of acute coronary syndrome by multiomic approach and artificial intelligence strategy (CardioSCOPE)
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Settori (3)


Settore MED/04 - Patologia Generale

Settore MED/05 - Patologia Clinica

Settore MED/13 - Endocrinologia
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Realizzato con VIVO | Progettato da Cineca | 25.11.5.0