Personal profile
Specialisation
- Medication safety
- Pharmacoinformatics
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Dive into the research topics where Rachel Murphy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
Research output
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Adverse drug event detection in Intensive Care Unit electronic health record data. Using natural language processing in Dutch clinical text
Murphy, R., 2025, 179 p.Research output: PhD Thesis › Phd-Thesis - Research external and graduation internal
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Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus
Murphy, R. M., Dongelmans, D. A., de Keizer, N. F., Jongeneel, R. J., Koster, C. H., Jager, K. J., Abu-Hanna, A., Calixto, I. & Klopotowska, J. E., Sept 2025, In: Language Resources and Evaluation. 59, 3, p. 2763-2779 17 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Downloads (Pure) -
Identifying Adverse Drug Events in Clinical Notes of Intensive Care Patients: The Need for a Gold Standard Corpus to Enable Automation via Natural Language Processing
Murphy, R. M., Dongelmans, D. A., de Keizer, N. F., Jongeneel, R. J., Koster, C. H., Jager, K. J., Abu-Hanna, A., Calixto, I. & Klopotowska, J. E., 2024, PHARMACOEPIDEMIOLOGY AND DRUG SAFETY. Vol. 33. p. 71-71 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The use of artificial intelligence to optimize medication alerts generated by clinical decision support systems: a scoping review
Graafsma, J., Murphy, R. M., van de Garde, E., Karapinar-Çarkit, F., Derijks, H., Hoge, R., Klopotowska, J. E. & van den Bemt, P., 19 Apr 2024, In: Journal of the American Medical Informatics Association. 31, 6Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile79 Downloads (Pure) -
Adverse drug event detection using natural language processing: A scoping review of supervised learning methods
Murphy, R. M., Klopotowska, J. E., de Keizer, N. F., Jager, K. J., Leopold, J. H., Dongelmans, D. A., Abu-Hanna, A. & Schut, M. C., Jan 2023, In: PLoS ONE. 18, 1 January, p. e0279842 e0279842.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile42 Downloads (Pure)
Datasets
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Dutch ADE Corpus
Calixto, I. (Creator), Murphy, R. M. (Creator) & Klopotowska, J. E. (Creator), Figshare, 2025
https://uvaauas.figshare.com/articles/dataset/Dutch_ADE_corpus/28846991
Dataset