TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S Collins; Karel G M Moons; Paula Dhiman; Richard D Riley; Andrew L Beam; Ben Van Calster; Marzyeh Ghassemi; Xiaoxuan Liu; Johannes B Reitsma; Maarten van Smeden; Anne-Laure Boulesteix; Jennifer Catherine Camaradou; Leo Anthony Celi; Spiros Denaxas; Alastair K Denniston; Ben Glocker; Robert M Golub; Hugh Harvey; Georg Heinze; Michael M Hoffman; André Pascal Kengne; Emily Lam; Naomi Lee; Elizabeth W Loder; Lena Maier-Hein; Bilal A Mateen; Melissa D McCradden; Lauren Oakden-Rayner; Johan Ordish; Richard Parnell; Sherri Rose; Karandeep Singh; Laure Wynants; Patricia Logullo

doi:10.12771/emj.2025.00668

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S Collins^*
, Karel G M Moons
, Paula Dhiman
, Richard D Riley
, Andrew L Beam
, Ben Van Calster
, Marzyeh Ghassemi
, Xiaoxuan Liu
, Johannes B Reitsma
, Maarten van Smeden
, Anne-Laure Boulesteix
, Jennifer Catherine Camaradou
, Leo Anthony Celi
, Spiros Denaxas
, Alastair K Denniston
, Ben Glocker
, Robert M Golub
, Hugh Harvey
, Georg Heinze
, Michael M Hoffman

André Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal A Mateen, Melissa D McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep Singh, Laure Wynants, Patricia Logullo

^*Corresponding author for this work

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

Original language	English
Article number	48
Journal	The Ewha Medical Journal
Volume	48
Issue number	3
DOIs	https://doi.org/10.12771/emj.2025.00668
Publication status	Published - 31 Jul 2025

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10.12771/emj.2025.00668Licence: CC BY-NC

Cite this

Collins, G. S., Moons, K. G. M., Dhiman, P., Riley, R. D., Beam, A. L., Calster, B. V., Ghassemi, M., Liu, X., Reitsma, J. B., Smeden, M. V., Boulesteix, A.-L., Camaradou, J. C., Celi, L. A., Denaxas, S., Denniston, A. K., Glocker, B., Golub, R. M., Harvey, H., Heinze, G., ... Logullo, P. (2025). TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. The Ewha Medical Journal, 48(3), Article 48. https://doi.org/10.12771/emj.2025.00668

@article{201fae3d4a2d4ce1a59292ce98a989da,

title = "TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods",

author = "Collins, \{Gary S\} and Moons, \{Karel G M\} and Paula Dhiman and Riley, \{Richard D\} and Beam, \{Andrew L\} and Calster, \{Ben Van\} and Marzyeh Ghassemi and Xiaoxuan Liu and Reitsma, \{Johannes B\} and Smeden, \{Maarten van\} and Anne-Laure Boulesteix and Camaradou, \{Jennifer Catherine\} and Celi, \{Leo Anthony\} and Spiros Denaxas and Denniston, \{Alastair K\} and Ben Glocker and Golub, \{Robert M\} and Hugh Harvey and Georg Heinze and Hoffman, \{Michael M\} and Kengne, \{Andr{\'e} Pascal\} and Emily Lam and Naomi Lee and Loder, \{Elizabeth W\} and Lena Maier-Hein and Mateen, \{Bilal A\} and McCradden, \{Melissa D\} and Lauren Oakden-Rayner and Johan Ordish and Richard Parnell and Sherri Rose and Karandeep Singh and Laure Wynants and Patricia Logullo",

year = "2025",

month = jul,

day = "31",

doi = "10.12771/emj.2025.00668",

language = "English",

volume = "48",

journal = "The Ewha Medical Journal",

issn = "2234-2591",

publisher = "Ewha Womans University College of Medicine",

number = "3",

}

Collins, GS, Moons, KGM, Dhiman, P, Riley, RD, Beam, AL, Calster, BV, Ghassemi, M, Liu, X, Reitsma, JB, Smeden, MV, Boulesteix, A-L, Camaradou, JC, Celi, LA, Denaxas, S, Denniston, AK, Glocker, B, Golub, RM, Harvey, H, Heinze, G, Hoffman, MM, Kengne, AP, Lam, E, Lee, N, Loder, EW, Maier-Hein, L, Mateen, BA, McCradden, MD, Oakden-Rayner, L, Ordish, J, Parnell, R, Rose, S, Singh, K, Wynants, L & Logullo, P 2025, 'TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods', The Ewha Medical Journal, vol. 48, no. 3, 48. https://doi.org/10.12771/emj.2025.00668

TY - JOUR

T1 - TRIPOD+AI statement

T2 - updated guidance for reporting clinical prediction models that use regression or machine learning methods

AU - Collins, Gary S

AU - Moons, Karel G M

AU - Dhiman, Paula

AU - Riley, Richard D

AU - Beam, Andrew L

AU - Calster, Ben Van

AU - Ghassemi, Marzyeh

AU - Liu, Xiaoxuan

AU - Reitsma, Johannes B

AU - Smeden, Maarten van

AU - Boulesteix, Anne-Laure

AU - Camaradou, Jennifer Catherine

AU - Celi, Leo Anthony

AU - Denaxas, Spiros

AU - Denniston, Alastair K

AU - Glocker, Ben

AU - Golub, Robert M

AU - Harvey, Hugh

AU - Heinze, Georg

AU - Hoffman, Michael M

AU - Kengne, André Pascal

AU - Lam, Emily

AU - Lee, Naomi

AU - Loder, Elizabeth W

AU - Maier-Hein, Lena

AU - Mateen, Bilal A

AU - McCradden, Melissa D

AU - Oakden-Rayner, Lauren

AU - Ordish, Johan

AU - Parnell, Richard

AU - Rose, Sherri

AU - Singh, Karandeep

AU - Wynants, Laure

AU - Logullo, Patricia

PY - 2025/7/31

Y1 - 2025/7/31

U2 - 10.12771/emj.2025.00668

DO - 10.12771/emj.2025.00668

M3 - Article

SN - 2234-2591

VL - 48

JO - The Ewha Medical Journal

JF - The Ewha Medical Journal

IS - 3

M1 - 48

ER -