The AIMe registry for artificial intelligence in biomedical research

J. Matschinske; N. Alcaraz; A. Benis; M. Golebiewski; D.G. Grimm; L. Heumos; T. Kacprowski; O. Lazareva; M. List; Z. Louadi; J.K. Pauling; N. Pfeifer; R. Rottger; V. Schwammle; G. Sturm; A. Traverso; K. Van Steen; M.V. de Freitas; G.C.V. Silva; L. Wee; N.K. Wenke; M. Zanin; O. Zolotareva; J. Baumbach; D.B. Blumenthal

doi:10.1038/s41592-021-01241-0

The AIMe registry for artificial intelligence in biomedical research

J. Matschinske, N. Alcaraz, A. Benis, M. Golebiewski, D.G. Grimm, L. Heumos, T. Kacprowski, O. Lazareva, M. List, Z. Louadi, J.K. Pauling, N. Pfeifer, R. Rottger, V. Schwammle, G. Sturm, A. Traverso, K. Van Steen, M.V. de Freitas, G.C.V. Silva, L. WeeN.K. Wenke, M. Zanin, O. Zolotareva, J. Baumbach^*, D.B. Blumenthal^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

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Abstract

We present the AIMe registry, a community-driven reporting platform for AI in biomedicine. It aims to enhance the accessibility, reproducibility and usability of biomedical AI models, and allows future revisions by the community.

Original language	English
Pages (from-to)	1128-1131
Number of pages	4
Journal	Nature Methods
Volume	18
Issue number	10
Early online date	25 Aug 2021
DOIs	https://doi.org/10.1038/s41592-021-01241-0
Publication status	Published - Oct 2021

Keywords

OPEN SCIENCE
REPRODUCIBILITY
GUIDELINES
BIAS

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Matschinske, J., Alcaraz, N., Benis, A., Golebiewski, M., Grimm, D. G., Heumos, L., Kacprowski, T., Lazareva, O., List, M., Louadi, Z., Pauling, J. K., Pfeifer, N., Rottger, R., Schwammle, V., Sturm, G., Traverso, A., Van Steen, K., de Freitas, M. V., Silva, G. C. V., ... Blumenthal, D. B. (2021). The AIMe registry for artificial intelligence in biomedical research. Nature Methods, 18(10), 1128-1131. https://doi.org/10.1038/s41592-021-01241-0

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abstract = "We present the AIMe registry, a community-driven reporting platform for AI in biomedicine. It aims to enhance the accessibility, reproducibility and usability of biomedical AI models, and allows future revisions by the community.",

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Matschinske, J, Alcaraz, N, Benis, A, Golebiewski, M, Grimm, DG, Heumos, L, Kacprowski, T, Lazareva, O, List, M, Louadi, Z, Pauling, JK, Pfeifer, N, Rottger, R, Schwammle, V, Sturm, G, Traverso, A, Van Steen, K, de Freitas, MV, Silva, GCV, Wee, L, Wenke, NK, Zanin, M, Zolotareva, O, Baumbach, J & Blumenthal, DB 2021, 'The AIMe registry for artificial intelligence in biomedical research', Nature Methods, vol. 18, no. 10, pp. 1128-1131. https://doi.org/10.1038/s41592-021-01241-0

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T1 - The AIMe registry for artificial intelligence in biomedical research

AU - Matschinske, J.

AU - Alcaraz, N.

AU - Benis, A.

AU - Golebiewski, M.

AU - Grimm, D.G.

AU - Heumos, L.

AU - Kacprowski, T.

AU - Lazareva, O.

AU - List, M.

AU - Louadi, Z.

AU - Pauling, J.K.

AU - Pfeifer, N.

AU - Rottger, R.

AU - Schwammle, V.

AU - Sturm, G.

AU - Traverso, A.

AU - Van Steen, K.

AU - de Freitas, M.V.

AU - Silva, G.C.V.

AU - Wee, L.

AU - Wenke, N.K.

AU - Zanin, M.

AU - Zolotareva, O.

AU - Baumbach, J.

AU - Blumenthal, D.B.

PY - 2021/10

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N2 - We present the AIMe registry, a community-driven reporting platform for AI in biomedicine. It aims to enhance the accessibility, reproducibility and usability of biomedical AI models, and allows future revisions by the community.

AB - We present the AIMe registry, a community-driven reporting platform for AI in biomedicine. It aims to enhance the accessibility, reproducibility and usability of biomedical AI models, and allows future revisions by the community.

KW - OPEN SCIENCE

KW - REPRODUCIBILITY

KW - GUIDELINES

KW - BIAS

U2 - 10.1038/s41592-021-01241-0

DO - 10.1038/s41592-021-01241-0

M3 - Article

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SN - 1548-7091

VL - 18

SP - 1128

EP - 1131

JO - Nature Methods

JF - Nature Methods

IS - 10

ER -

The AIMe registry for artificial intelligence in biomedical research

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Keywords

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