Christopher Winslow

This researcher develops and validates machine learning tools that predict clinical deterioration in hospitalized patients, including risk scores for early warning of sepsis/infection, respiratory failure, and mortality. The work focuses on using routinely collected clinical data (like vital signs and lab tests) to build models that help hospital staff intervene earlier for at-risk patients. Note that a few unrelated publications on lake ecology and phosphorus loss appear in this record, likely reflecting a data or author-matching artifact rather than this researcher's core work.

Publication output has grown over the last decade, rising from about 2-3 papers per year in the late 2010s to a peak of 6 in 2024, with a 5-year average of 3.6 papers annually.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026