Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia.

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Title: Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia.
Authors: Lee, Chanseo1,2 (AUTHOR) chanseo.lee@yale.edu, Lee, Jaihyoung1,2 (AUTHOR), Vogt, Kimon-Aristotelis2,3 (AUTHOR), Munshi, Muhammad1 (AUTHOR)
Source: PLoS ONE. 2/17/2026, Vol. 21 Issue 2, p1-14. 14p.
Database: Academic Search Ultimate
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  Data: Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia.
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  Data: <searchLink fieldCode="AR" term="%22Lee%2C+Chanseo%22">Lee, Chanseo</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> chanseo.lee@yale.edu</i><br /><searchLink fieldCode="AR" term="%22Lee%2C+Jaihyoung%22">Lee, Jaihyoung</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Vogt%2C+Kimon-Aristotelis%22">Vogt, Kimon-Aristotelis</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Munshi%2C+Muhammad%22">Munshi, Muhammad</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 2/17/2026, Vol. 21 Issue 2, p1-14. 14p.
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        Value: 10.1371/journal.pone.0342688
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