Research

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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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1 result for “TAVI”

Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantationcs.LG

Research creates a machine learning model for predicting TAVI patient mortality.

problem Lack of robust risk scores for TAVI patients.

method Gradient boosting on decision trees, feature analysis and selection, model validation.

result Model outperforms existing risk scores with AUC of 0.83.

machine learning cardiac surgery TAVI mortality prediction gradient boosting

2020-01-08abs ↗pdf ↗