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UnknownTransforming jet flavour tagging at ATLAS.
Jet flavour tagging enables the identification of jets originating from heavy-flavour quarks in proton-proton collisions at the Large Hadron Collider, playing a critical role in its physics programmes. This paper presents GN2, a transformer-based flavour tagging algorithm deployed by the ATLAS Colla...
S-EPMC12804921 | biostudies-literature
UnknownHealth Status Outcomes With Percutaneous Coronary Intervention and Coronary Artery Bypass Grafting in ISCHEMIA.

Background

In ISCHEMIA (International Study of Comparative Health Effectiveness With Medical and Invasive Approaches), an invasive strategy demonstrated better health status outcomes than a conservative strategy in patients with chronic coronary disease (CCD). Some previous studies have show...
S-EPMC12492304 | biostudies-literature
UnknownRelationship Between Severity of Ischemia and Coronary Artery Disease for Different Stress Test Modalities in the ISCHEMIA Trial.

Background

The relationship between the extent and severity of stress-induced ischemia and the extent and severity of anatomic coronary artery disease (CAD) in patients with obstructive CAD is multifactorial and includes the intensity of stress achieved, type of testing used, presence and ex...
S-EPMC11658795 | biostudies-literature
UnknownInitial Invasive or Conservative Strategy for Stable Coronary Disease.

Background

Among patients with stable coronary disease and moderate or severe ischemia, whether clinical outcomes are better in those who receive an invasive intervention plus medical therapy than in those who receive medical therapy alone is uncertain.

Methods

We randomly assigned 51...
S-EPMC7263833 | biostudies-literature
UnknownHealth-Status Outcomes with Invasive or Conservative Care in Coronary Disease.

Background

In the ISCHEMIA trial, an invasive strategy with angiographic assessment and revascularization did not reduce clinical events among patients with stable ischemic heart disease and moderate or severe ischemia. A secondary objective of the trial was to assess angina-related health s...
S-EPMC7261489 | biostudies-literature
UnknownObservation of quantum entanglement with top quarks at the ATLAS detector.
Entanglement is a key feature of quantum mechanics1-3, with applications in fields such as metrology, cryptography, quantum information and quantum computation4-8. It has been observed in a wide variety of systems and length scales, ranging from the microscopic9-13 t...
S-EPMC11410654 | biostudies-literature
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