Multiomics, virtual reality and artificial intelligence in heart failure.
Future Cardiol
; 17(8): 1335-1347, 2021 11.
Article
en En
| MEDLINE
| ID: mdl-34008412
Lay abstract Multiomics is the integration of multiple sources of health information, for example, genomic, metabolite, etc. This delivers more insight than targeted single investigations and provides an ability to perceive subtle individual differences between people. In this study we applied multiomics to patients with heart failure (HF) using DNA sequencing, metabolomics and machine learning applied to ECG echocardiography. We demonstrated significant differences between subsets of patients with HF using these methods. We also showed that machine learning has significant diagnostic potential in identifying HF patients more efficiently than manual or conventional techniques.
Palabras clave
Texto completo:
1
Bases de datos:
MEDLINE
Asunto principal:
Disfunción Ventricular Izquierda
/
Realidad Virtual
/
Insuficiencia Cardíaca
Tipo de estudio:
Guideline
/
Prognostic_studies
Límite:
Humans
Idioma:
En
Revista:
Future Cardiol
Asunto de la revista:
CARDIOLOGIA
Año:
2021
Tipo del documento:
Article
País de afiliación:
Nueva Zelanda