Nicholas C Spies

19PUBLICATIONS
40CO-AUTHORS
Semi- and unsupervised learningModelling and simulationAdversarial machine learningContext learningCardiology (incl. cardiovascular diseases)
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Publications (19)

|Sep 03, 2026
Estimating the Prevalence of Generative AI Use in Medical School Application Essays: Cross-Sectional Study.

|Aug 19, 2026
Simulation-Based Machine Learning as a Benchmarking Tool for the Retrospective Identification of IV Fluid Contamination in Basic Metabolic Panels.

|Jun 13, 2025
Performance metrics for machine learning solutions in laboratory medicine.

Nicholas C Spies, David P Ng

|Jun 11, 2025
Machine learning-based error detection in the clinical laboratory: a critical review.

Yanchun Lin, Isaiah K Mensah, Michelle Doering

|Feb 13, 2025
Machine Learning Methods in Clinical Flow Cytometry.

Nicholas C Spies, Alexandra Rangel, Paul English

|Nov 15, 2024
Prospective and External Validation of an Ensemble Learning Approach to Sensitively Detect Intravenous Fluid Contamination in Basic Metabolic Panels.

Nicholas C Spies, Leah Militello, Christopher W Farnsworth

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Frequent Collaborators

4 joint publications

Christopher W Farnsworth

3 joint publications

Zita M L Hubler

2 joint publications

David P Ng

1 joint publications

Ian S Hagemann