default author photo

David McNulty

University Hospitals Birmingham NHS Foundation Trust

Mindelsohn Way

Edgbaston

Birmingham , B15 2TH

United Kingdom

  • University Hospitals Birmingham NHS Foundation Trust

SCHOLARLY PAPERS

1

DOWNLOADS

65

TOTAL CITATIONS

0

Scholarly Papers (1)

Actions:
Email selected abstracts
1.

Testing Federated Analytics Across Secure Data Environments Using Differing Statistical Approaches on Cross-Disciplinary Data

Number of pages: 18 Posted: 04 Jan 2024
Suzy Gallier, Alexander Topham, James Hodson, David McNulty, Tom Giles, Sam Cox, Jyothi Chaganty, Lauren Cooper, Stephen Perks, Philip Quinlan and Elizabeth Sapey
Queen Elizabeth Hospitals NHS Foundation Trust - PIONEER Health Data Research Hub in Acute Care, Queen Elizabeth Hospitals NHS Foundation Trust - PIONEER Health Data Research Hub in Acute Care, University Hospitals Birmingham NHS Foundation Trust, University Hospitals Birmingham NHS Foundation Trust, University of Nottingham, University of Nottingham, University Hospitals Birmingham NHS Foundation Trust, University Hospitals Birmingham NHS Foundation Trust, University Hospital Birmingham NHS Foundation Trust, University of Birmingham, University of Nottingham and University of Birmingham - PIONEER Health Data Research Hub for Acute Care
Downloads 65 (916,100)

Abstract:

Loading...

Federated learning, distributed systems, machine learning, traditional statistics, binary classifications, predictive accuracy, model performance, data privacy, data security, random seeds, robustness, sensitivity