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Minglang Yin on Muck Rack

Minglang Yin

As seen in: Nature
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Articles

Multimodal AI to forecast arrhythmic death in hypertrophic cardiomyopathy - Nature Cardiovascular Research

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By Changxin Lai, Minglang Yin, Eugene G Kholmovski, Stefan L. Zimmerman, Allison Hays, Erica Scherer
| Nature Verified
Abstract Sudden cardiac death from ventricular arrhythmias is a leading cause of mortality worldwide. Arrhythmic death prognostication is challenging in patients with hypertrophic cardiomyopathy (HCM), a setting where current clinical guidelines show low performance and inconsistent accuracy.
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A scalable framework for learning the geometry-dependent solution operators of partial differential equations - Nature Computational Science

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By Lu Lu, Natalia A. Trayanova, Minglang Yin
| Nature Verified
Abstract Solving partial differential equations (PDEs) using numerical methods is a ubiquitous task in engineering and medicine. However, the computational costs can be prohibitively high when many-query evaluations of PDE solutions on multiple geometries are needed.
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