PI
Specialization
Medical Informatics
Focus of research
- Statistical Machine Learning
- Prognostic Models
- Decision Support
- AMSCO proef
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Effect of changes over time in the performance of a customized SAPS-II model on the quality of care assessment
Minne, L., Eslami, S., de Keizer, N., de Jonge, E., de Rooij, S. E. & Abu-Hanna, A., 2012, In: Intensive care medicine. 38, 1, p. 40-46Research output: Contribution to journal › Article › Academic › peer-review
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LERM (Logical Elements Rule Method): A method for assessing and formalizing clinical rules for decision support
Medlock, S., Opondo, D., Eslami, S., Askari, M., Wierenga, P., de Rooij, S. E. & Abu-Hanna, A., 2011, In: International Journal of Medical Informatics. 80, 4, p. 286-295Research output: Contribution to journal › Article › Academic › peer-review
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Comparison of classification methods in breath analysis by electronic nose
Leopold, J. H., Bos, L. D. J., Sterk, P. J., Schultz, M. J., Fens, N., Horvath, I., Bikov, A., Montuschi, P., Di Natale, C., Yates, D. H. & Abu-Hanna, A., 2015, In: Journal of breath research. 9, 4, p. 046002Research output: Contribution to journal › Article › Academic › peer-review
- All publications
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Models to predict length of stay in the emergency department: a systematic literature review and appraisal
Farimani, R. M., Karim, H., Atashi, A., Tohidinezhad, F., Bahaadini, K., Abu-Hanna, A. & Eslami, S., 1 Dec 2024, In: BMC Emergency Medicine. 24, 1, 54.Research output: Contribution to journal › Review article › Academic › peer-review
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Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges
Schut, M. C., Dongelmans, D. A. & Dutch COVID-19 Research Consortium, Dec 2024, In: BMC medical informatics and decision making. 24, 1, p. 7 1 p., 7.Research output: Contribution to journal › Article › Academic › peer-review
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Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency
Bastos, L. S. L., Wortel, S. A., Bakhshi-Raiez, F., Abu-Hanna, A., Dongelmans, D. A., Salluh, J. I. F., Zampieri, F. G., Burghi, G., Hamacher, S., Bozza, F. A., de Keizer, N. F. & Soares, M., 1 Nov 2024, In: International Journal of Medical Informatics. 191, 105568.Research output: Contribution to journal › Article › Academic › peer-review
- All publications