Projects per year
Personal profile
Research interests
Continuous non-invasive monitoring of volatile metabolites in exhaled breath as markers of plasma glucose levels
specialisation
Medical Informatics, Intensive Care
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
Projects
- 2 Active
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Schultz M.J.: Prevention and treatment of organ failure in intensive care medicine
Admiraal, M., de Beer, F., Boshuizen, M., Eberl, S., Glas, G., Harmon, M., van Hezel, M., van der Hoeven, S., Juschten, J., Leopold, J. H., Lok, I., van Meenen, D., van Oort, P., Peters, A., Schouten, L., Simonis, F., van Someren Greve, F., van de Weerdt, E., Witteveen, E., Schultz, M., Binnekade, J., Dongelmans, D., Eberl, S., Hauck, N., Hollmann, M., Horn, J., Juffermans, N., Lagrand, W., Lirk, P., Paulus, F., Preckel, B., Stevens, M., Zuurbier, C., Tepaske, R., Veelo, D., Vlaar, A., Buchner - Doeven, J. & Tuip - de Boer, A.
1/01/2008 → …
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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Adverse drug events caused by three high-risk drug–drug interactions in patients admitted to intensive care units: A multicentre retrospective observational study
Klopotowska, J. E., Leopold, J-H., Bakker, T., Yasrebi-de Kom, I., Engelaer, F. M., de Jonge, E., Haspels-Hogervorst, E. K., van den Bergh, W. M., Renes, M. H., Jong, B. T., Kieft, H., Wieringa, A., Hendriks, S., Lau, C., van Bree, S. H. W., Lammers, H. J. W., Wierenga, P. C., Bosman, R. J., de Jong, V. M., Slijkhuis, M., & 11 others, Jan 2024, In: British journal of clinical pharmacology. 90, 1, p. 164-175 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus) -
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 Access10 Citations (Scopus) -
Microbial Volatiles as Diagnostic Biomarkers of Bacterial Lung Infection in Mechanically Ventilated Patients
BreathDx Consortium, 15 Mar 2023, In: Clinical Infectious Diseases. 76, 6, p. 1059-1066 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access8 Citations (Scopus) -
Machine learning models for predicting acute kidney injury: a systematic review and critical appraisal
Vagliano, I., Chesnaye, N. C., Leopold, J. H., Jager, K. J., Abu-Hanna, A. & Schut, M. C., 1 Dec 2022, In: Clinical Kidney Journal. 15, 12, p. 2266-2280 sfac181.Research output: Contribution to journal › Article › Academic › peer-review
Open Access12 Citations (Scopus) -
MO360MACHINE LEARNING MODELS FOR PREDICTING ACUTE KIDNEY INJURY: A SYSTEMATIC REVIEW
Vagliano, I., Chesnaye, N., Leopold, J. H., Jager, K. J., Abu Hanna, A. & Schut, M. C., 1 May 2021, In: Nephrology dialysis transplantation. 36, Supplement_1Research output: Contribution to journal › Article › Academic › peer-review