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Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning.
Lancet Digit Health. 2021 Sep;3(9):e555-e564. doi: 10.1016/S2589-7500(21)00101-1. Epub 2021 Jul 29.
Lancet Digit Health. 2021.
PMID: 34334334
Free article.
DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways.
Kwon BC, Anand V, Severson KA, Ghosh S, Sun Z, Frohnert BI, Lundgren M, Ng K.
Kwon BC, et al. Among authors: severson ka.
IEEE Trans Vis Comput Graph. 2021 Sep;27(9):3685-3700. doi: 10.1109/TVCG.2020.2985689. Epub 2021 Jul 29.
IEEE Trans Vis Comput Graph. 2021.
PMID: 32275600
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Closed-loop optimization of fast-charging protocols for batteries with machine learning.
Attia PM, Grover A, Jin N, Severson KA, Markov TM, Liao YH, Chen MH, Cheong B, Perkins N, Yang Z, Herring PK, Aykol M, Harris SJ, Braatz RD, Ermon S, Chueh WC.
Attia PM, et al. Among authors: severson ka.
Nature. 2020 Feb;578(7795):397-402. doi: 10.1038/s41586-020-1994-5. Epub 2020 Feb 19.
Nature. 2020.
PMID: 32076218
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Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis.
Severson KA, Ritter-Cox L, Raffa JD, Celi LA, Gordon WJ.
Severson KA, et al.
J Intensive Care Med. 2020 Sep;35(9):881-888. doi: 10.1177/0885066618794925. Epub 2018 Aug 21.
J Intensive Care Med. 2020.
PMID: 30130997
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Opportunities and challenges of real-time release testing in biopharmaceutical manufacturing.
Jiang M, Severson KA, Love JC, Madden H, Swann P, Zang L, Braatz RD.
Jiang M, et al. Among authors: severson ka.
Biotechnol Bioeng. 2017 Nov;114(11):2445-2456. doi: 10.1002/bit.26383. Epub 2017 Aug 29.
Biotechnol Bioeng. 2017.
PMID: 28710854
Review.
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A method for learning a sparse classifier in the presence of missing data for high-dimensional biological datasets.
Severson KA, Monian B, Love JC, Braatz RD.
Severson KA, et al.
Bioinformatics. 2017 Sep 15;33(18):2897-2905. doi: 10.1093/bioinformatics/btx224.
Bioinformatics. 2017.
PMID: 28431087
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Escherichia coli DnaA protein: specific biochemical defects of mutant DnaAs reduce initiation frequency to suppress a temperature-sensitive dnaX mutation.
Walker JR, Severson KA, Hermandson MJ, Blinkova A, Carr KM, Kaguni JM.
Walker JR, et al. Among authors: severson ka.
Biochimie. 2006 Jan;88(1):1-10. doi: 10.1016/j.biochi.2005.08.009. Epub 2005 Sep 21.
Biochimie. 2006.
PMID: 16225979
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