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Predictive model of sleep disorders in pregnant women using machine learning and SHAP analysis.

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Title: Predictive model of sleep disorders in pregnant women using machine learning and SHAP analysis.
Authors: Liu, Can1,2 (AUTHOR), Lin, Yuan3 (AUTHOR), Wang, Lu4 (AUTHOR), Li, Hongyu1,2 (AUTHOR), Li, Ye1,2 (AUTHOR), Yang, Deguang1,2 (AUTHOR), Wang, Chunyan1,2 (AUTHOR), Yu, Zexin1,2 (AUTHOR), Wang, Hao1,2 (AUTHOR), Du, Yunyun1,2 (AUTHOR), Guan, Suzhen1,2 (AUTHOR) guansz_nx2017@sina.com
Source: BMC Pregnancy & Childbirth. 10/1/2025, Vol. 25 Issue 1, p1-14. 14p.
Database: Academic Search Ultimate
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  Data: Predictive model of sleep disorders in pregnant women using machine learning and SHAP analysis.
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  Data: <searchLink fieldCode="AR" term="%22Liu%2C+Can%22">Liu, Can</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lin%2C+Yuan%22">Lin, Yuan</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Lu%22">Wang, Lu</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Hongyu%22">Li, Hongyu</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Li%2C+Ye%22">Li, Ye</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yang%2C+Deguang%22">Yang, Deguang</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Chunyan%22">Wang, Chunyan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yu%2C+Zexin%22">Yu, Zexin</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Hao%22">Wang, Hao</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Du%2C+Yunyun%22">Du, Yunyun</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Guan%2C+Suzhen%22">Guan, Suzhen</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> guansz_nx2017@sina.com</i>
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  Data: <searchLink fieldCode="JN" term="%22BMC+Pregnancy+%26+Childbirth%22">BMC Pregnancy & Childbirth</searchLink>. 10/1/2025, Vol. 25 Issue 1, p1-14. 14p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=188450733
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        Value: 10.1186/s12884-025-08026-9
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              Text: 10/1/2025
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              Y: 2025
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