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Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction.

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Title: Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction.
Authors: Zhuang, Qingyuan1,2 zhuang.qingyuan@singhealth.com.sg, Zhang, Alwin Yaoxian1, Cong, Ryan Shea Tan Ying2,3, Yang, Grace Meijuan1,4, Neo, Patricia Soek Hui1, Tan, Daniel SW3,5, Chua, Melvin LK2,6, Tan, Iain Beehuat2,3,7, Wong, Fuh Yong6,8, Eng Hock Ong, Marcus9,10, Shao Wei Lam, Sean9,10, Liu, Nan10,11
Source: BMC Palliative Care. 5/20/2024, p1-10. 10p.
Database: Academic Search Ultimate
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An: 177350498
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  Data: <searchLink fieldCode="AR" term="%22Zhuang%2C+Qingyuan%22">Zhuang, Qingyuan</searchLink><relatesTo>1,2</relatesTo><i> zhuang.qingyuan@singhealth.com.sg</i><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Alwin+Yaoxian%22">Zhang, Alwin Yaoxian</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Cong%2C+Ryan+Shea+Tan+Ying%22">Cong, Ryan Shea Tan Ying</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Yang%2C+Grace+Meijuan%22">Yang, Grace Meijuan</searchLink><relatesTo>1,4</relatesTo><br /><searchLink fieldCode="AR" term="%22Neo%2C+Patricia+Soek+Hui%22">Neo, Patricia Soek Hui</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AR" term="%22Tan%2C+Daniel+SW%22">Tan, Daniel SW</searchLink><relatesTo>3,5</relatesTo><br /><searchLink fieldCode="AR" term="%22Chua%2C+Melvin+LK%22">Chua, Melvin LK</searchLink><relatesTo>2,6</relatesTo><br /><searchLink fieldCode="AR" term="%22Tan%2C+Iain+Beehuat%22">Tan, Iain Beehuat</searchLink><relatesTo>2,3,7</relatesTo><br /><searchLink fieldCode="AR" term="%22Wong%2C+Fuh+Yong%22">Wong, Fuh Yong</searchLink><relatesTo>6,8</relatesTo><br /><searchLink fieldCode="AR" term="%22Eng+Hock+Ong%2C+Marcus%22">Eng Hock Ong, Marcus</searchLink><relatesTo>9,10</relatesTo><br /><searchLink fieldCode="AR" term="%22Shao+Wei+Lam%2C+Sean%22">Shao Wei Lam, Sean</searchLink><relatesTo>9,10</relatesTo><br /><searchLink fieldCode="AR" term="%22Liu%2C+Nan%22">Liu, Nan</searchLink><relatesTo>10,11</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22BMC+Palliative+Care%22">BMC Palliative Care</searchLink>. 5/20/2024, p1-10. 10p.
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        Value: 10.1186/s12904-024-01457-9
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            – D: 20
              M: 05
              Text: 5/20/2024
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              Y: 2024
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