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Nicholas Chandler

2 papers indexed

openalexScientific Data2026-07-24

Anonymized but Useful Synthetic Tabular Health Data for AI based Fall Risk Assessment

Ivana Nanevski, Sebastian Jäger, Maryam Mohebi, Matthias Schulte-Althoff, Jörg Pohle, Nicholas Chandler, et al.

Abstract Artificial Intelligence (AI) bears potential for improving health care, but this depends on the availability of open-access, realistic, and useful data. To facilitate AI model development in health care we release SynTabFall, a novel synthetic dataset for fall risk asses…

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arxivcs.LG2026-07-22

CURED: Creating, Understanding, and Repairing Errors Demonstrator

Nicholas Chandler, Sebastian Jäger, Philipp Jung, Felix Bießmann

Detecting and cleaning errors in tabular data is a prerequisite for data intense software applications. Recent research at the intersection of Machine Learning (ML) and Database Management Systems (DBMS) highlights the potential of statistical learning algorithms for error detect…

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