Research output per year
Research output per year
- 11 results
Search results
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2024
Causal blind spots when using prediction models for treatment decisions
Geloven, N. V., Keogh, R. H., Amsterdam, W. V., Cinà, G., Krijthe, J. H., Peek, N., Luijken, K., Magliacane, S., Morzywołek, P., Ommen, T. V., Putter, H., Sperrin, M., Wang, J., Weir, D. L. & Didelez, V., 27 Feb 2024.Research output: Working paper › Preprint › Research
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2023
Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury
Kom, I. Y., Klopotowska, J., Dongelmans, D., Keizer, N. D., Jager, K., Abu-Hanna, A. & Cinà, G., 15 Nov 2023.Research output: Working paper › Preprint › Research
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Fixing confirmation bias in feature attribution methods via semantic match
Cinà, G., Fernandez-Llaneza, D., Mishra, N., Röber, T. E., Pezzelle, S., Calixto, I., Goedhart, R. & Birbil, Ş. İ., 3 Jul 2023.Research output: Working paper › Preprint › Research
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Risk-based decision making: estimands for sequential prediction under interventions
Luijken, K., Morzywołek, P., Amsterdam, W. V., Cinà, G., Keogh, R., Krijthe, J., Magliacane, S., Ommen, T. V., Putter, H., Smeden, M. V., Sperrin, M., Wang, J., Weir, D., Didelez, V. & Geloven, N. V., 29 Nov 2023.Research output: Working paper › Preprint › Research
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The Anytime-Valid Logrank Test: Error Control Under Continuous Monitoring with Unlimited Horizon
Schure, J. T., Pérez-Ortiz, M. F., Ly, A. & Grunwald, P., 1 May 2023, (Submitted).Research output: Working paper › Preprint › Research
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Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data
Azizmalayeri, M., Abu-Hanna, A. & Ciná, G., 28 Sept 2023.Research output: Working paper › Preprint › Research
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When accurate prediction models yield harmful self-fulfilling prophecies
Amsterdam, W. A. C. V., Geloven, N. V., Krijthe, J. H., Ranganath, R. & Ciná, G., 2 Dec 2023.Research output: Working paper › Preprint › Research
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2022
Bacillus Calmette-Guérin vaccine to reduce COVID-19 infections and hospitalisations in healthcare workers - a living systematic review and prospective ALL-IN meta-analysis of individual participant data from randomised controlled trials
ter Schure, J., Ly, A., Belin, L., Benn, C. S., Bonten, M. J. M., Cirillo, J. D., Damen, J. A. A., Fronteira, I., Hendriks, K. D., Junqueira-Kipnis, A. P., Kipnis, A., Launay, O., Mendez-Reyes, J. E., Moldvay, J., Netea, M. G., Nielsen, S., Upton, C. M., van den Hoogen, G., Weehuizen, J. M., Grunwald, P. D., & 1 others, 2022.Research output: Working paper › Preprint › Research
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Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels
Rios, M. & Abu-Hanna, A., 12 Dec 2022.Research output: Working paper › Preprint › Research
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What can we learn form talented General Practitioners and Elderly Care Medicine Specialists? A protocol for a qualitative interview study
Khawar, A., Visser, M., Mak-van der Vossen, M., Smalbrugge, M., Slootweg, I., van Dijk, N. & Khawar, A., 2022.Research output: Working paper › Preprint › Research
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Why we do need Explainable AI for Healthcare
Cinà, G., Röber, T., Goedhart, R. & Birbil, I., 30 Jun 2022.Research output: Working paper › Preprint › Research