Ross D. Williams

Orcid: 0000-0001-7723-417X

According to our database1, Ross D. Williams authored at least 7 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Comparing penalization methods for linear models on large observational health data.
J. Am. Medical Informatics Assoc., 2024

2023
Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability.
BMC Medical Informatics Decis. Mak., 2022

Trends in the conduct and reporting of clinical prediction model development and validation: a systematic review.
J. Am. Medical Informatics Assoc., 2022

Use of unstructured text in prognostic clinical prediction models: a systematic review.
J. Am. Medical Informatics Assoc., 2022


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