Projects per year
Personal profile
Research interests
- Statistical Machine Learning
- Prognostic Models
- Decision Support
- AMSCO proef
specialisation
Medical Informatics
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CaRe-NLP: Human-centric responsible NLP methods for Dutch healthcare
Coimbra Alves Cavalcanti Calixto, I., Abu Hanna, A. & Mishra, N.
15/04/2024 → 15/04/2029
Project: Research
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Leveraging real-world data to optimize pharmacotherapy outcomes in multimorbid patients by using machine learning and knowledge representation methods (LEAPfROG Study)
Klopotowska, J., Cornet, R., Cinà, G., Medlock, S., ten Teije, A., Abu Hanna, A., van Harmelen, F., Dusseljee - Peute, L., Herings, R., Vagliano, I., Lieverse, J., Fernández-Llaneza, D. & Vos, R.
1/11/2022 → 1/11/2027
Project: Research
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Abu-Hanna A.: Methodology in Medical Informatics
Abu Hanna, A., Medlock, S., Ravelli, A., Bakker, T., Leopold, J. H., Coimbra Alves Cavalcanti Calixto, I., Klopotowska, J., Yordanov, T., Wortel, S., Al Farra, H., Dormosh, N., Westerbeek, L., Murphy, R., Mishra, N., van de Loo, B. & Burger, G.
1/01/2008 → …
Project: Research
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Op weg naar een lerend medicatieveiligheid systeem (REMEDY project)
Klopotowska, J., Abu Hanna, A., Coimbra Alves Cavalcanti Calixto, I. & Murphy, R.
1/01/2019 → 31/12/2023
Project: Research
Research output
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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
56 Citations (Scopus) -
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
26 Citations (Scopus) -
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
66 Citations (Scopus) -
Assessment of the quality of fall detection and management in primary care in the Netherlands based on the ACOVE quality indicators
Askari, M., Eslami, S., van Rijn, M., Medlock, S., Moll van Charante, E. P., van der Velde, N., de Rooij, S. E. & Abu-Hanna, A., 1 Feb 2016, In: Osteoporosis international. 27, 2, p. 569-576 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access9 Citations (Scopus) -
Modeling information flows in clinical decision support: key insights for enhancing system effectiveness
Medlock, S., Wyatt, J. C., Patel, V. L., Shortliffe, E. H. & Abu-Hanna, A., 2016, In: Journal of the American Medical Informatics Association. 23, 5, p. 1001-1006Research output: Contribution to journal › Article › Academic › peer-review
35 Citations (Scopus)
Datasets
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Additional file 2: of Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals
Joukes, E. (Creator), Cornet, R. (Creator), De Bruijne, M. C. (Contributor), De Keizer, N. F. (Contributor) & Abu Hanna, A. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.6722345, https://springernature.figshare.com/articles/Additional_file_2_of_Development_and_validation_of_a_model_for_the_adoption_of_structured_and_standardised_data_recording_among_healthcare_professionals/6722345
Dataset
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Additional file 2: of Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals
Joukes, E. (Creator), Cornet, R. (Creator), De Bruijne, M. C. (Contributor), de Keizer, N. (Contributor) & Abu Hanna, A. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.6722345.v1, https://springernature.figshare.com/articles/Additional_file_2_of_Development_and_validation_of_a_model_for_the_adoption_of_structured_and_standardised_data_recording_among_healthcare_professionals/6722345/1
Dataset
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Additional file 2: of Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals
Joukes, E. (Creator), Cornet, R. (Creator), De Bruijne, M. C. (Contributor), de Keizer, N. (Contributor) & Abu Hanna, A. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.6722345, https://springernature.figshare.com/articles/Additional_file_2_of_Development_and_validation_of_a_model_for_the_adoption_of_structured_and_standardised_data_recording_among_healthcare_professionals/6722345
Dataset
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Additional file 2: of Development and validation of a model for the adoption of structured and standardised data recording among healthcare professionals
Joukes, E. (Creator), Cornet, R. (Creator), De Bruijne, M. C. (Contributor), De Keizer, N. F. (Contributor) & Abu Hanna, A. (Creator), Figshare, 2018
DOI: 10.6084/m9.figshare.6722345.v1, https://springernature.figshare.com/articles/Additional_file_2_of_Development_and_validation_of_a_model_for_the_adoption_of_structured_and_standardised_data_recording_among_healthcare_professionals/6722345/1
Dataset
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Additional file 1 of Natural language processing algorithms for mapping clinical text fragments onto ontology concepts: a systematic review and recommendations for future studies
Kersloot, M. G. (Creator), van Putten, F. J. P. (Contributor), Abu Hanna, A. (Creator), Cornet, R. (Creator) & Arts, D. L. (Creator), Figshare, 2020
DOI: 10.6084/m9.figshare.13245832.v1, https://springernature.figshare.com/articles/dataset/Additional_file_1_of_Natural_language_processing_algorithms_for_mapping_clinical_text_fragments_onto_ontology_concepts_a_systematic_review_and_recommendations_for_future_studies/13245832/1 and one more link, https://springernature.figshare.com/articles/dataset/Additional_file_1_of_Natural_language_processing_algorithms_for_mapping_clinical_text_fragments_onto_ontology_concepts_a_systematic_review_and_recommendations_for_future_studies/13245832 (show fewer)
Dataset
Prizes
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AiNed Fellowship Grant
Coimbra Alves Cavalcanti Calixto, Iacer (Recipient) & Abu Hanna, Ameen (Recipient), 8 Aug 2023
Prize › Academic
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Best paper
Brancato, Lorenzo (Recipient), Coimbra Alves Cavalcanti Calixto, Iacer (Recipient), Abu Hanna, Ameen (Recipient) & Vagliano, Iacopo (Recipient), Jul 2023
Prize: Other distinction