A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules

R. Boellaard; J. J. Eertink; P. J. Lugtenburg; G.J.C. Zwezerijnen; S. E. Wiegers; H. C. de Vet; J. M. Zijlstra

A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules

R. Boellaard, J. J. Eertink, P. J. Lugtenburg, G.J.C. Zwezerijnen, S. E. Wiegers, H. C. de Vet, J. M. Zijlstra

Research output: Contribution to journal › Meeting Abstract › Academic

Original language	English
Pages (from-to)	S285-S285
Journal	European journal of nuclear medicine and molecular imaging
Volume	48
Issue number	SUPPL 1
Publication status	Published - Sept 2021

Cite this

Boellaard, R., Eertink, J. J., Lugtenburg, P. J., Zwezerijnen, G. J. C., Wiegers, S. E., de Vet, H. C., & Zijlstra, J. M. (2021). A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules. European journal of nuclear medicine and molecular imaging, 48(SUPPL 1), S285-S285.

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title = "A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules",

author = "R. Boellaard and Eertink, {J. J.} and Lugtenburg, {P. J.} and G.J.C. Zwezerijnen and Wiegers, {S. E.} and {de Vet}, {H. C.} and Zijlstra, {J. M.}",

year = "2021",

month = sep,

language = "English",

volume = "48",

pages = "S285--S285",

journal = "European journal of nuclear medicine and molecular imaging",

issn = "1619-7070",

publisher = "Springer Verlag",

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}

A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules. / Boellaard, R.; Eertink, J. J.; Lugtenburg, P. J. et al.
In: European journal of nuclear medicine and molecular imaging, Vol. 48, No. SUPPL 1, 09.2021, p. S285-S285.

Research output: Contribution to journal › Meeting Abstract › Academic

TY - JOUR

T1 - A simulation study to compare cross-validation versus holdout or external testing to assess the performance of machine learning based clinical prediction rules

AU - Boellaard, R.

AU - Eertink, J. J.

AU - Lugtenburg, P. J.

AU - Zwezerijnen, G.J.C.

AU - Wiegers, S. E.

AU - de Vet, H. C.

AU - Zijlstra, J. M.

PY - 2021/9

Y1 - 2021/9

M3 - Meeting Abstract

SN - 1619-7070

VL - 48

SP - S285-S285

JO - European journal of nuclear medicine and molecular imaging

JF - European journal of nuclear medicine and molecular imaging

IS - SUPPL 1

ER -