Deep classifier-based clustering of long and incomplete multivariate time series from wastewater treatment plants

Björn Sonnenschein

doi:10.1016/j.jwpe.2026.110659

Beyond the treadmill: The evolving role of coronary CTA in perioperative risk stratification

2026-04-10

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Omar Chehab

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Armin Arbab-Zadeh *

DOI：10.1016/j.pcad.2026.04.001

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Abstract

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• Perioperative risk assessment remains a clinical challenge. • Cardiac CT is superior to stress testing for risk-stratifying patients and should be the clinical standard. • Numerous technological advances are under investigation, which will further refine our ability to identify at-risk patients and to prevent adverse events.

Keywords:

Coronary CTA

Perioperative risk stratification

Cardiac CT

Risk assessment

Stress testing

Beyond the treadmill: The evolving role of coronary CTA in perioperative risk stratification

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