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Ben Van Calster

Universitair Medisch Centrum Utrecht

Netherlands

Research Interests

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Professors in Netherlands Professors in Medical Imaging Medical Imaging professors in Netherlands

Articles (20)

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2026

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2025

Collaborators (29)

Marzyeh Ghassemi

Massachusetts Institute of Technology

UNITED STATES

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Maarten van Smeden

Associate professor

University Medical Center Groningen

NETHERLANDS

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Shona Kirtley

University of Oxford

UNITED KINGDOM

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Rebecca Whittle

University of Birmingham

UNITED KINGDOM

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Gary Collins

Professor of Medical Statistics, 125th Anniversary Chair

University of Birmingham

UNITED KINGDOM

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Richard D Riley

Professor of Biostatistics

University of Birmingham

UNITED KINGDOM

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Paula Dhiman

University of Oxford

UNITED KINGDOM

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Laurens Liesenborghs

Assistent Professor Emerging Infectious Diseases

Institute of Tropical Medicine Antwerp

BELGIUM

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Xiaoxuan Liu

University Hospitals Birmingham NHS Foundation Trust

UNITED KINGDOM

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Marc Sabbe

full Prof

KU Leuven

BELGIUM

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Sue Mallett

Professor in diagnostic and prognostic medical statistics

University College London

UNITED KINGDOM

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Melissa McCradden

University of Adelaide

AUSTRALIA

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Jan Verbakel

University of Oxford

UNITED KINGDOM

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Lucinda Archer

Assistant Professor in Biostatistics

University of Birmingham

UNITED KINGDOM

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Usha Menon

Professor of Gynaecological Oncology

University College London

UNITED KINGDOM

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Tina Hernandez-Boussard

Associate Dean of Research | Professor of Medicine | C-Suite & NIH Advisor | Board Director | Corporate Governance & Digital Health Strategy

Stanford University

UNITED STATES

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Laure Wynants

NETHERLANDS

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Ridhi Agarwal

Medical Statistician

University of Birmingham

UNITED KINGDOM

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Johanna Damen

Assistant Professor

University Medical Center Groningen

NETHERLANDS

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Katie Scandrett

University of Birmingham

UNITED KINGDOM

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David McLernon

University of Aberdeen

UNITED KINGDOM

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Jialiang Li

National University of Singapore (NUS)

SINGAPORE

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Sudha Sundar

University of Birmingham

UNITED KINGDOM

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Patricia Logullo

University of Oxford

UNITED KINGDOM

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Lotty Hooft

Head of department/full professor/director Cochrane Netherlands

University Medical Center Utrecht, Utrecht University

NETHERLANDS

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Lasai Barreñada

KU Leuven

BELGIUM

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Kym Snell

Associate Professor of Biostatistics

University of Birmingham

UNITED KINGDOM

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Matthew Sperrin

Professor of Biostatistics and Health Data Science

The University of Manchester

UNITED KINGDOM

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Bart De Moor

Full Professor

Imec

BELGIUM

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Ben Van Calster

Research Interests

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Articles (20)

Diagnostic tests for ovarian cancer in premenopausal women with non-specific symptoms (ROCkeTS): prospective, multicentre, cohort study

Sequential sample size calculations and learning curves safeguard the robust development of a clinical prediction model for individuals

Critical appraisal of fairness metrics for artificial intelligence-based clinical prediction models: a scoping review

Comparing methods for handling missing data in electronic health records for dynamic risk prediction of central-line associated bloodstream infection

Calibration in Multiple Instance Learning: Evaluating Aggregation Methods for Ultrasound-Based Diagnosis

Efficient Variance Estimation for the Polytomous Discrimination Index

Terms, definitions and measurements to describe the sonographic features of adnexal tumors: updated consensus opinion from the International Ovarian Tumor Analysis (IOTA) Group

ADNEX-AI: automated extraction of ultrasound predictors for interpretable ovarian cancer risk stratification

Assessing the quality of prediction models in health care using the Prediction model Risk Of Bias ASsessment Tool (PROBAST): an evaluation of its use and practical application

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

Recognition of Serious Infections in the Elderly Visiting the Emergency Department: The Development of a Diagnostic Prediction Model (ROSIE)

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation

Challenges and Recommendations for Electronic Health Records Data Extraction and Preparation for Dynamic Prediction Modelling in Hospitalized Patients - a Practical Guide: Tutorial (Preprint)

Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review

Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

Head-to-head comparison of the RMI and ADNEX models to estimate the risk of ovarian malignancy: a systematic review and meta-analysis of external validation studies

Artificial intelligence applied to ultrasound diagnosis of pelvic gynecological tumors : a systematic review and meta-analysis

missForestPredict-Missing data imputation for prediction settings

Burnout, wellbeing and defensive medical practice in obstetricians and gynecologists in the UK before and after the COVID pandemic: A repeated cross‐sectional survey study

Virtual reality simulation in reducing discomfort and pain during intrauterine device insertion: a randomized controlled trial

Collaborators (29)

Marzyeh Ghassemi

Maarten van Smeden

Shona Kirtley

Rebecca Whittle

Gary Collins

Richard D Riley

Paula Dhiman

Laurens Liesenborghs

Xiaoxuan Liu

Marc Sabbe

Sue Mallett

Melissa McCradden

Jan Verbakel

Lucinda Archer

Usha Menon

Tina Hernandez-Boussard

Laure Wynants

Ridhi Agarwal

Johanna Damen

Katie Scandrett

David McLernon

Jialiang Li

Sudha Sundar

Patricia Logullo

Lotty Hooft

Lasai Barreñada

Kym Snell

Matthew Sperrin

Bart De Moor

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