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Sensor Selection for Tidal Volume Determination via Linear Regression-Impact of Lasso versus Ridge Regression.

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Title: Sensor Selection for Tidal Volume Determination via Linear Regression-Impact of Lasso versus Ridge Regression.
Authors: Laufer B; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany., Docherty PD; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand., Murray R; School of Mathematics and Statistics, University of Canterbury, Christchurch 8041, New Zealand., Krueger-Ziolek S; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany., Jalal NA; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, 04109 Leipzig, Germany., Hoeflinger F; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany., Rupitsch SJ; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany., Reindl L; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany., Moeller K; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand.; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Aug 25; Vol. 23 (17). Date of Electronic Publication: 2023 Aug 25.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Laufer+B%22">Laufer B</searchLink>; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.<br /><searchLink fieldCode="AU" term="%22Docherty+PD%22">Docherty PD</searchLink>; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand.<br /><searchLink fieldCode="AU" term="%22Murray+R%22">Murray R</searchLink>; School of Mathematics and Statistics, University of Canterbury, Christchurch 8041, New Zealand.<br /><searchLink fieldCode="AU" term="%22Krueger-Ziolek+S%22">Krueger-Ziolek S</searchLink>; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.<br /><searchLink fieldCode="AU" term="%22Jalal+NA%22">Jalal NA</searchLink>; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, 04109 Leipzig, Germany.<br /><searchLink fieldCode="AU" term="%22Hoeflinger+F%22">Hoeflinger F</searchLink>; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Rupitsch+SJ%22">Rupitsch SJ</searchLink>; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Reindl+L%22">Reindl L</searchLink>; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Moeller+K%22">Moeller K</searchLink>; Institute of Technical Medicine (ITeM), Furtwangen University, 78054 Villingen-Schwenningen, Germany.; Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand.; Department of Microsystems Engineering, University of Freiburg, 79085 Freiburg, Germany.
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