Clustering plasma concentration-time curves: applications ofunsupervised learning in pharmacogenomics-Reference-Cited by-同舟云学术

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Clustering plasma concentration-time curves: applications ofunsupervised learning in pharmacogenomics

Published:2024-06-18 Issue: Volume: Page:1-19
ISSN:1054-3406
Container-title:Journal of Biopharmaceutical Statistics
language:en
Short-container-title:Journal of Biopharmaceutical Statistics

Author:

Lautier Jackson P.¹^ORCID,Grosser Stella²,Kim Jessica²,Kim Hyewon³,Kim Junghi²^ORCID

Affiliation:

1. Department of Mathematical Sciences, Bentley University, Waltham, Massachusetts, USA

2. Office of Biostatistics, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA

3. Office of Clinical Pharmacology, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA

Funder

National Science Foundation

U.S. Food and Drug Administration

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/10543406.2024.2365389

Reference41 articles.

1. An extensive comparative study of cluster validity indices

2. Berndt, D. J., and J. Clifford. 1994. Using dynamic time warping to find patterns in time series. In Proceedings of the 3rd International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, vol. 94, 359–370, AAAI Press.

3. Adaptive dissimilarity index for measuring time series proximity

4. Conover, W. 1971. Practical Nonparametric Statistics. (NY): John Wiley & Sons.

5. Mining Time Series Data: A Selective Survey

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