Ross Williams

11PUBLICATIONS

79CO-AUTHORS

Context learningEpidemiological modellingPharmacogenomicsEconometric and statistical methodsInformation systems development methodologies and practice

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Publications (11)

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|May 14, 2026

Loss function influence on hyperparameter optimization for observational healthcare prediction models.

|Mar 11, 2026

Characteristics, treatment and survival of patients with chondrosarcoma in five European countries: a DARWIN EU® cohort study.

Anton Barchuk, Cesar Barboza, Julieta Politi

|Aug 20, 2025

Longitudinal trajectories of polypharmacy in older people, and their association with the risk of mortality: a joint latent class model analysis of real-world data from the UK and the Netherlands.

Leena Elhussein, Ross D Williams, Wai Yi Man

|May 20, 2024

Comparing penalization methods for linear models on large observational health data.

Egill A Fridgeirsson, Ross Williams, Peter Rijnbeek

|May 17, 2022

Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources.

Ross D Williams, Jenna M Reps, Jan A Kors

|Apr 27, 2022

Use of unstructured text in prognostic clinical prediction models: a systematic review.

Tom M Seinen, Egill A Fridgeirsson, Solomon Ioannou

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Frequent Collaborators

Cynthia Yang

Jenna M Reps

Lies Lahousse

Talita Duarte-Salles

Tom M Seinen

Peter Rijnbeek

Maria de Ridder

Alexandros Rekkas

Daniel Prieto-Alhambra

2 joint publications

Marc A Suchard

Frequent Collaborators

Cynthia Yang

Jenna M Reps

Lies Lahousse

Talita Duarte-Salles