2021
DOI: 10.3390/app11156986
|View full text |Cite
|
Sign up to set email alerts
|

Early-, Late-, and Very Late-Term Prediction of Target Lesion Failure in Coronary Artery Stent Patients: An International Multi-Site Study

Abstract: The main intervention for coronary artery disease is stent implantation. We aim to predict post-intervention target lesion failure (TLF) months before its onset, an extremely challenging task in clinics. This post-intervention decision support tool helps physicians to identify at-risk patients much earlier and to inform their follow-up care. We developed a novel machine-learning model with three components: a TLF predictor at discharge via a combination of nine conventional models and a super-learner, a risk s… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1

Citation Types

0
1
0

Year Published

2023
2023
2023
2023

Publication Types

Select...
2

Relationship

0
2

Authors

Journals

citations
Cited by 2 publications
(1 citation statement)
references
References 33 publications
0
1
0
Order By: Relevance
“…The standard treatment of a coronary artery bifurcation stenosis is performed by a technique of coronary artery stenting [34]. The in-stent restenosis may still occur after coronary bifurcation stenting in the clinic.…”
Section: Discussionmentioning
confidence: 99%
“…The standard treatment of a coronary artery bifurcation stenosis is performed by a technique of coronary artery stenting [34]. The in-stent restenosis may still occur after coronary bifurcation stenting in the clinic.…”
Section: Discussionmentioning
confidence: 99%