The DOI matches its Crossref record; 37 of the 37 references it cites were found in a registry or an index.
Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning
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Cites
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
(2017) · HAL · Cited by 10,512
17. A Value for n-Person Games
Shapley, L. S. (1953) · Contributions to the Theory of Games (AM-28), Volume II · doi:10.1515/9781400881970-018 · Cited by 6,950
Kumar, A., Roberts, D., Wood, K. E., Light, B., Parrillo, J. E., Sharma, S., Suppes, R., Feinstein, D., Zanotti, S., Taiberg, L., et al. (2006) · Critical Care Medicine · doi:10.1097/01.ccm.0000217961.75225.e9 · Cited by 6,109
Antibiotic resistance threats in the United States, 2019
(U.S.), C. F. D. C. A. P. (2019) · doi:10.15620/cdc:82532 · Cited by 5,782
Cassini, A., Högberg, L. D., Plachouras, D., Quattrocchi, A., Hoxha, A., Simonsen, G. S., Colomb-Cotinat, M., Kretzschmar, M. E., Devleesschauwer, B., Cecchini, M., et al. (2019) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(18)30605-4 · Cited by 2,945
Time to treatment and mortality during mandated emergency care for sepsis.
Seymour, C. W., Gesten, F., Prescott, H. C., Friedrich, M. E., Iwashyna, T. J., Phillips, G. S., Lemeshow, S., Osborn, T., Terry, K. M., & Levy, M. M. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1703058 · Cited by 2,225
Applications of MALDI-TOF mass spectrometry in clinical diagnostic microbiology
Croxatto, A., Prod'hom, G., & Greub, G. (2012) · FEMS Microbiology Reviews · doi:10.1111/j.1574-6976.2011.00298.x · Cited by 997
Global epidemiology of CTX-M β-lactamases: temporal and geographical shifts in genotype
Bevan, E. R., Jones, A. M., & Hawkey, P. M. (2017) · Journal of Antimicrobial Chemotherapy · doi:10.1093/jac/dkx146 · Cited by 791
The quantitative and condition-dependent Escherichia coli proteome
Schmidt, A., Kochanowski, K., Vedelaar, S., Ahrné, E., Volkmer, B., Callipo, L., Knoops, K., Bauer, M., Aebersold, R., & Heinemann, M. (2016) · Nature Biotechnology · doi:10.1038/nbt.3418 · Cited by 771
MALDIquant: a versatile R package for the analysis of mass spectrometry data
Gibb, S., & Strimmer, K. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts447 · Cited by 695
Cited by
Han, X., Liu, Q., Li, Y., Zhang, M., Liu, K., Kwok, L.-Y., Zhang, H., & Zhang, W. (2025) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2025.104938 · Cited by 64
Hu, C., Tan, Q., Zhang, Q., Li, Y., Wang, F., Zou, X., & Peng, Z. (2022) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2022.06.003 · Cited by 57
Sarantopoulos, A., Mastori Kourmpani, C., Yokarasa, A. L., Makamanzi, C., Antoniou, P., Spernovasilis, N., & Tsioutis, C. (2024) · Tropical Medicine and Infectious Disease · doi:10.3390/tropicalmed9100228 · Cited by 40
Pre-trained Maldi Transformers improve MALDI-TOF MS-based prediction
(2025) · doi:10.1016/j.compbiomed.2025.109695 · Cited by 17
Smith, R., Brookes, C., Morris, M., & Barran, P. (2025) · Analytical Chemistry · doi:10.1021/acs.analchem.5c02331 · Cited by 14
Metadata
- Authors
- Weis, C., Cuénod, A., Rieck, B., Dubuis, O., Graf, S., Lang, C., Oberle, M., Brackmann, M., Søgaard, K. K., Osthoff, M., Borgwardt, K., & Egli, A.
- Venue
- Nature Medicine
- Published
- 2022-01
- Volume
- 28
- Issue
- 1
- Pages
- 164-174
- ISSN
- 1078-8956 (ISSN-L)
- 1546-170X
- OpenAlex
- W4226275940
- Cited by
- 292
- References
- 37
- FWCI
- 25.43
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning. https://app.cochat.ai/papers/10.1038/s41591-021-01619-9
- The paper
- Weis, C., Cuénod, A., Rieck, B., Dubuis, O., Graf, S., Lang, C., Oberle, M., Brackmann, M., Søgaard, K. K., Osthoff, M., Borgwardt, K., & Egli, A. (2022). Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning. Nature Medicine. https://doi.org/10.1038/s41591-021-01619-9
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
