Verbakel, Jan Y

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

Christodoulou, E., Ma, J., Collins, G. S., Steyerberg, E. W., Verbakel, J. Y., & Van Calster, B. (2019) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 2,119

Incidence, prevalence, and co-occurrence of autoimmune disorders over time and by age, sex, and socioeconomic status: a population-based cohort study of 22 million individuals in the UK

Conrad, N., Misra, S., Verbakel, J. Y., Verbeke, G., Molenberghs, G., Taylor, P. N., Mason, J., Sattar, N., McMurray, J. J. V., McInnes, I. B., et al. (2023) · The Lancet

Systemic Lupus Erythematosus ResearchChronic Disease Management Strategies

Cited by 879

The psychological impact of early pregnancy loss

Farren, J., Mitchell-Jones, N., Verbakel, J. Y., Timmerman, D., Jalmbrant, M., & Bourne, T. (2018) · Human Reproduction Update

Maternal Mental Health During Pregnancy and PostpartumGrief, Bereavement, and Mental Health

Cited by 268

ROC curves for clinical prediction models part 1. ROC plots showed no added value above the AUC when evaluating the performance of clinical prediction models

Verbakel, J. Y., Steyerberg, E. W., Uno, H., De Cock, B., Wynants, L., Collins, G. S., & Van Calster, B. (2020) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 138

Routine laboratory testing to determine if a patient has COVID-19

Stegeman, I., Ochodo, E. A., Guleid, F., Holtman, G. A., Yang, B., Davenport, C., Deeks, J. J., Dinnes, J., Dittrich, S., Emperador, D., et al. (2020) · Cochrane Database of Systematic Reviews

COVID-19 Clinical Research StudiesSARS-CoV-2 detection and testing

Cited by 76

ADNEX risk prediction model for diagnosis of ovarian cancer: systematic review and meta-analysis of external validation studies

Barreñada, L., Ledger, A., Dhiman, P., Collins, G., Wynants, L., Verbakel, J. Y., Timmerman, D., Valentin, L., & Van Calster, B. (2024) · BMJ Medicine

Ovarian cancer diagnosis and treatmentBRCA gene mutations in cancer

Cited by 42

Non-contact infrared versus axillary and tympanic thermometers in children attending primary care: a mixed-methods study of accuracy and acceptability

Hayward, G., Verbakel, J. Y., Ismail, F. A., Edwards, G., Wang, K., Fleming, S., Holtman, G. A., Glogowska, M., Morris, E., Curtis, K., et al. (2020) · British Journal of General Practice

Infrared Thermography in MedicineThermal Regulation in Medicine

Cited by 26

Ultrasound‐based risk model for preoperative prediction of lymph‐node metastases in women with endometrial cancer: model‐development study

Eriksson, L. S. E., Epstein, E., Testa, A. C., Fischerova, D., Valentin, L., Sladkevicius, P., Franchi, D., Frühauf, F., Fruscio, R., Haak, L. A., et al. (2020) · Ultrasound in Obstetrics & Gynecology

Endometrial and Cervical Cancer TreatmentsOvarian cancer diagnosis and treatment

Cited by 24