Michael J. M. Mazack

Medtronic (Minneapolis)

SCHOLARLY PAPERS

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Improving Diagnostics and Prognostics of Implantable Cardioverter Defibrillator Batteries with Interpretable Machine Learning Models

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Improving Diagnostics and Prognostics of Implantable Cardioverter Defibrillator Batteries with Interpretable Machine Learning Models

Number of pages: 20 Posted: 25 Mar 2024
Giacomo Galuppini, Qiaohao Liang, Prabhakar A. Tamirisa, Jeffrey A. Lemmerman, Melani G. Sullivan, Michael J. M. Mazack, Partha M. Gomadam, Martin Z. Bazant and Richard D. Braatz
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Massachusetts Institute of Technology (MIT) - Department of Chemical Engineering and Massachusetts Institute of Technology (MIT)
Downloads 22 (1,061,455)
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Batteries, Defibrillators, Machine Learning, Generalized Additive Models, Diagnostics, Prognostics.

Improving Diagnostics and Prognostics of Implantable Cardioverter Defibrillator Batteries with Interpretable Machine Learning Models

Number of pages: 19 Posted: 22 Jan 2024
Giacomo Galuppini, Qiaohao Liang, Prabhakar A. Tamirisa, Jeffrey A. Lemmerman, Melani G. Sullivan, Michael J. M. Mazack, Partha M. Gomadam, Martin Z. Bazant and Richard D. Braatz
Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Medtronic (Minneapolis), Massachusetts Institute of Technology (MIT) - Department of Chemical Engineering and Massachusetts Institute of Technology (MIT)
Downloads 16 (1,138,019)

Abstract:

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Batteries, Defibrillators, Machine learning, Generalized Additive Models, Diagnostics, Prognostics