Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Travis E. Gibson"'
Autor:
Jennifer J. Dawkins, Jessica R. Allegretti, Travis E. Gibson, Emma McClure, Mary Delaney, Lynn Bry, Georg K. Gerber
Publikováno v:
Microbiome, Vol 10, Iss 1, Pp 1-18 (2022)
Abstract Background Clostridioides difficile infection (CDI) is the most common hospital acquired infection in the USA, with recurrence rates > 15%. Although primary CDI has been extensively linked to gut microbial dysbiosis, less is known about the
Externí odkaz:
https://doaj.org/article/3af4d1e4ad2c48988008643ec08c6edb
Publikováno v:
IEEE Access, Vol 1, Pp 703-717 (2013)
One of the main features of adaptive systems is an oscillatory convergence that exacerbates with the speed of adaptation. Recently, it has been shown that closed-loop reference models (CRMs) can result in improved transient performance over their ope
Externí odkaz:
https://doaj.org/article/95064d112d7e497c9c7a41f5477e341b
Autor:
Younhun Kim, Colin J. Worby, Sawal Acharya, Lucas R. van Dijk, Daniel Alfonsetti, Zackary Gromko, Philippe Azimzadeh, Karen Dodson, Georg Gerber, Scott Hultgren, Ashlee M. Earl, Bonnie Berger, Travis E. Gibson
Publikováno v:
bioRxiv
The ability to detect and quantify microbiota over time has a plethora of clinical, basic science, and public health applications. One of the primary means of tracking microbiota is through sequencing technologies. When the microorganism of interest
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fd6128b6b54cd6002a239c81783b8fa0
https://doi.org/10.1101/2023.01.25.525531
https://doi.org/10.1101/2023.01.25.525531
Autor:
Michael A. Bolender, Eugene Lavretsky, Travis E. Gibson, Joseph E. Gaudio, Anuradha M. Annaswamy
Publikováno v:
IEEE Control Systems Letters. 5:391-396
Parameter estimation algorithms using higher order gradient-based methods are increasingly sought after in machine learning. Such methods however, may become unstable when regressors are time-varying. Inspired by techniques employed in adaptive syste
Autor:
Travis E. Gibson, Lynn Bry, Georg K. Gerber, Jennifer J Dawkins, Jessica R. Allegretti, Mary L. Delaney, Emma L. McClure
Publikováno v:
Microbiome. 10
Background Clostridioides difficile infection (CDI) is the most common hospital acquired infection in the USA, with recurrence rates > 15%. Although primary CDI has been extensively linked to gut microbial dysbiosis, less is known about the factors t
Autor:
Chih Ping Mao, Tal Gilboa, Katrina Nguyen, Quan Zhu, Alana F. Ogata, Maia Norman, Richelle C. Charles, Matthew T. Chang, Gail Newton, Roey Lazarovits, Edward T. Ryan, Maliwan Kamkaew, Adam M. Maley, Travis E. Gibson, David R. Walt, Wayne A. Marasco, Connie Wu
Publikováno v:
Clinical Chemistry
Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has infected over 21 million people worldwide since August 16, 2020. Compared to PCR and serology tests, SARS-CoV-2 antigen assays are underdeveloped, despite their potential to
Autor:
Travis E. Gibson, Younhun Kim, Sawal Acharya, David E. Kaplan, Nicholas DiBenedetto, Richard Lavin, Bonnie Berger, Jessica R. Allegretti, Lynn Bry, Georg K. Gerber
Despite the importance of microbial dysbiosis in human disease, the phenomenon remains poorly understood. We provide the first comprehensive and predictive model of dysbiosis at ecosystem-scale, leveraging our new machine learning method for efficien
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0d8bbfc5b64c83570cfacac982b46838
https://doi.org/10.1101/2021.12.14.469105
https://doi.org/10.1101/2021.12.14.469105
The above files are the results of the MCMC simulations we ran using our model, MDSINE2. They are used to generate the figures in the paper. BesidesMCMC related picklefiles, there are also .npy and clv files, which are used to create some of the figu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::540da17ae3d79787d244394ab0216c39
Autor:
Adam M. Maley, Chih Ping Mao, David R. Walt, Travis E. Gibson, Katrina Nguyen, Maia Norman, Matthew T. Chang, Quan Zhu, Connie Wu, Roey Lazarovits, Gail Newton, Maliwan Kamkaew, Alana F. Ogata, Richelle C. Charles, Wayne A. Marasco, Tal Gilboa, Edward T. Ryan
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has infected millions of people worldwide. PCR tests are currently the gold standard for diagnosis of the current coronavirus disease (COVID-19) and serology tests are used to detect se
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cb9843fe314bceb4cc7e55ec7a7c8302
Publikováno v:
SIAM journal on control and optimization. 56(4)
The convergence properties of adaptive systems in terms of excitation conditions on the regressor vector are well known. With persistent excitation of the regressor vector in model reference adaptive control the state error and the adaptation error a