Research output per year
Research output per year
Research output
- 12 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
A validated heart-specific model for splice-disrupting variants in childhood heart disease
Lesurf, R., Breckpot, J., Bouwmeester, J., Hanafi, N., Jain, A., Liang, Y., Papaz, T., Lougheed, J., Mondal, T., Alsalehi, M., Altamirano-Diaz, L., Oechslin, E., Audain, E., Dombrowsky, G., Postma, A. V., Woudstra, O. I., Bouma, B. J., Hitz, M-P., Bezzina, C. R., Blue, G., & 3 others, 2023.Research output: Working paper › Preprint › Research
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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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Multi-ancestry genome-wide study in >2.5 million individuals reveals heterogeneity in mechanistic pathways of type 2 diabetes and complications
Suzuki, K., Hatzikotoulas, K., Southam, L., Taylor, H. J., Yin, X., Lorenz, K. M., Mandla, R., Huerta-Chagoya, A., Rayner, N. W., Bocher, O., de S. V. Arruda, A. L., Sonehara, K., Namba, S., Lee, S. S., Preuss, M. H., Petty, L. E., Schroeder, P., Vanderwerff, B., Kals, M., Bragg, F., & 29 others, 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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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
Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Histological Features
Tam, K. H., Soares, M. F., Kers, J., Sharples, E., Ploeg, R., Kaisar, M., Rittscher, J. & Tam, K. H., 2022.Research output: Working paper › Preprint › Research
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Three-dose mRNA-1273 vaccination schedule: sufficient antibody response in majority of immunocompromised hematology patients
Haggenburg, S., Hofsink, Q., Lissenberg-Witte, B. I., Broers, A. E. C., van Doesum, J. A., van Binnendijk, R. S., den Hartog, G., Bhoekhan, M. S., Haverkate, N. J. E., Burger, J. A., Bouhuijs, J. H., Smits, G. P., Wouters, D., van Leeuwen, E. M. M., Bontkes, H. J., Kootstra, N. A., Zweegman, S., Kater, A. P., Heemskerk, M. H. M., Groen, K., & 9 others, 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