Publications
Complete list of publications in google scholar (including preprints):
Martínez-García, M., García-Gutierrez, S., Barreñada, L., Inza, I., & Lozano, JA. (2025). Extending the learning using privileged information paradigm to logistic regression. Neurocomputing. 615, 128869
Barreñada, L., Dhiman, P., Timmerman, D., Boulesteix, AL., & Calster, B Van. (2024). Understanding random forests and overfitting: a visualization and simulation study. arXiv preprint arXiv:. :2402.18612
Barreñada, L., Ledger, A., Dhiman, P., Collins, G., Wynants, L., Verbakel, JY., & … (2024). ADNEX risk prediction model for diagnosis of ovarian cancer: systematic review and meta-analysis of external validation studies. BMJ medicine. 3 (1)
Calster, B Van., Collins, GS., Vickers, AJ., Wynants, L., Kerr, KF., Barreñada, L., & … (2024). Performance evaluation of predictive AI models to support medical decisions: Overview and guidance. arXiv preprint arXiv:. :2412.10288
Barreñada, L., Ledger, A., Dhiman, P., Collins, GS., Wynants, L., Verbakel, JY., & … (2024). Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.. Ultrasound Obstet Gynecol. 64, 73
Garofalo, G., Geysels, A., Timmerman, S., Barreñada, L., Moor, B De., & … (2024). Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary.. Ultrasound Obstet Gynecol. 64, 65
Garofalo, G., Geysels, A., Timmerman, S., Barreñada, L., Moor, B De., & … (2024). OP03. 02: Artificial intelligence applied to ultrasound diagnosis of pelvic gynecological tumours: a systematic scoping review and meta‐analysis. Ultrasound in Obstetrics & Gynecology. 64, 65-65
Barreñada, L., Ledger, A., Dhiman, P., Collins, GS., Wynants, L., Verbakel, JY., & … (2024). OP06. 01: Head‐to‐head comparisons of RMI and ADNEX model to diagnose ovarian malignancy: systematic review and meta‐analysis. Ultrasound in Obstetrics & Gynecology. 64, 73-73
Moro, F., Momi, M., Bertoldo, V., Ledger, A., Barreñada, L., Ceusters, J., Sturla, D., & … (2024). External validation of ultrasound-based models for discrimination between benign and malignant adnexal masses in Italy: the prospective multicenter IOTA phase 6 study. medRxiv. 2024.12. 23.24319517
Barreñada, L., Ledger, A., Kotlarz, A., Dhiman, P., Collins, GS., Wynants, L., & … (2024). Head-to-head comparison of the RMI and ADNEX models to estimate the risk of ovarian malignancy: systematic review and meta-analysis of external validation studies. medRxiv. 2024.11. 29.24318146
Martínez-García, M., García-Gutierrez, S., Barreñada, L., Armañanzas, R., & … (2023). Clinical severity prediction of COVID-19 admitted patients in Spain: SEMI and REDISSEC cohorts. medRxiv. 2023.02. 08.23285589
Barragán, S., Barreñada, L., Calatrava, JF., Cueto, JCGS de., Moral, JMM del., & … (2022). Early Estimates of the Industrial Turnover Index using Statistical Learning Algorithms. **.
Barreñada, L., Cueto, JC Gálvez Sainz de., & Calatrava, J Fernández. (2022). Timeliness reduction on industrial turnover index based on machine learning algorithms. Statistical Journal of the IAOS. 38 (4), 1195-1205