Machinometrics, a new framework towards explainable machine learning in healthcare.

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Title: Machinometrics, a new framework towards explainable machine learning in healthcare.
Authors: Lin, Jionghui1 (AUTHOR) jlin0088@uni.sydney.edu.au, Hegde, Shwetha2 (AUTHOR) shwetha.hegde@sydney.edu.au, Liu, Daochang3 (AUTHOR) Daochang.liu@uwa.edu.au, Cheng, Ka Wing4 (AUTHOR) kche9170@uni.sydney.edu.au, Spallek, Heiko5 (AUTHOR) heiko.spallek@sydney.edu.au, Xu, Chang1 (AUTHOR) c.xu@sydney.edu.au, Gao, Jinlong5,6 (AUTHOR) Jinlong.gao@sydney.edu.au
Source: BMC Methods. 11/12/2025, Vol. 2 Issue 1, p1-14. 14p.
Database: Academic Search Ultimate
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  Data: Machinometrics, a new framework towards explainable machine learning in healthcare.
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  Data: <searchLink fieldCode="AR" term="%22Lin%2C+Jionghui%22">Lin, Jionghui</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> jlin0088@uni.sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Hegde%2C+Shwetha%22">Hegde, Shwetha</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> shwetha.hegde@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Liu%2C+Daochang%22">Liu, Daochang</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> Daochang.liu@uwa.edu.au</i><br /><searchLink fieldCode="AR" term="%22Cheng%2C+Ka+Wing%22">Cheng, Ka Wing</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> kche9170@uni.sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Spallek%2C+Heiko%22">Spallek, Heiko</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> heiko.spallek@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Xu%2C+Chang%22">Xu, Chang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> c.xu@sydney.edu.au</i><br /><searchLink fieldCode="AR" term="%22Gao%2C+Jinlong%22">Gao, Jinlong</searchLink><relatesTo>5,6</relatesTo> (AUTHOR)<i> Jinlong.gao@sydney.edu.au</i>
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  Data: <searchLink fieldCode="JN" term="%22BMC+Methods%22">BMC Methods</searchLink>. 11/12/2025, Vol. 2 Issue 1, p1-14. 14p.
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              Text: 11/12/2025
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