The end game: respecting major sources of population diversity

Jakub Kopal^{1

2}, Lucina Q Uddin³, Danilo Bzdok^{4

5

6}

Affiliations

¹ Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montréal, Quebec, Canada.
² Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada.
³ Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA.
⁴ Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.
⁵ Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.
⁶ TheNeuro - Montreal Neurological Institute (MNI), McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.

PMID: 36869122
DOI: 10.1038/s41592-023-01812-3

The end game: respecting major sources of population diversity

Jakub Kopal et al. Nat Methods. 2023 Aug.

. 2023 Aug;20(8):1122-1128.

doi: 10.1038/s41592-023-01812-3.

Authors

Jakub Kopal^{1

2}, Lucina Q Uddin³, Danilo Bzdok^{4

5

6}

Affiliations

¹ Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montréal, Quebec, Canada.
² Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada.
³ Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA.
⁴ Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.
⁵ Mila - Quebec Artificial Intelligence Institute, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.
⁶ TheNeuro - Montreal Neurological Institute (MNI), McConnell Brain Imaging Centre, Faculty of Medicine, McGill University, Montréal, Quebec, Canada. danilo.bzdok@mcgill.ca.

PMID: 36869122
DOI: 10.1038/s41592-023-01812-3

No abstract available

PubMed Disclaimer

Cited by

Power and reproducibility in the external validation of brain-phenotype predictions.
Rosenblatt M, Tejavibulya L, Sun H, Camp CC, Khaitova M, Adkinson BD, Jiang R, Westwater ML, Noble S, Scheinost D. Rosenblatt M, et al. Nat Hum Behav. 2024 Oct;8(10):2018-2033. doi: 10.1038/s41562-024-01931-7. Epub 2024 Jul 31. Nat Hum Behav. 2024. PMID: 39085406
Longer scans boost prediction and cut costs in brain-wide association studies.
Ooi LQR, Orban C, Zhang S, Nichols TE, Tan TWK, Kong R, Marek S, Dosenbach NUF, Laumann TO, Gordon EM, Yap KH, Ji F, Chong JSX, Chen C, An L, Franzmeier N, Roemer-Cassiano SN, Hu Q, Ren J, Liu H, Chopra S, Cocuzza CV, Baker JT, Zhou JH, Bzdok D, Eickhoff SB, Holmes AJ, Yeo BTT; Alzheimer’s Disease Neuroimaging Initiative. Ooi LQR, et al. Nature. 2025 Aug;644(8077):731-740. doi: 10.1038/s41586-025-09250-1. Epub 2025 Jul 16. Nature. 2025. PMID: 40670782 Free PMC article.
The Misguided Veneration of Averageness in Clinical Neuroscience: A Call to Value Diversity over Typicality.
Pluck G. Pluck G. Brain Sci. 2023 May 26;13(6):860. doi: 10.3390/brainsci13060860. Brain Sci. 2023. PMID: 37371340 Free PMC article. Review.
Representing Brain-Behavior Associations by Retaining High-Motion Minoritized Youth.
Ramduny J, Uddin LQ, Vanderwal T, Feczko E, Fair DA, Kelly C, Baskin-Sommers A. Ramduny J, et al. Biol Psychiatry Cogn Neurosci Neuroimaging. 2025 Feb 5:S2451-9022(25)00037-0. doi: 10.1016/j.bpsc.2025.01.014. Online ahead of print. Biol Psychiatry Cogn Neurosci Neuroimaging. 2025. PMID: 39921132 Free PMC article.
Pain can't be carved at the joints: defining function-based pain profiles and their relevance to chronic disease management in healthcare delivery design.
Barron DS, Saltoun K, Kiesow H, Fu M, Cohen-Tanugi J, Geha P, Scheinost D, Isaac Z, Silbersweig D, Bzdok D. Barron DS, et al. BMC Med. 2024 Dec 18;22(1):594. doi: 10.1186/s12916-024-03807-z. BMC Med. 2024. PMID: 39696368 Free PMC article.

See all "Cited by" articles

References

1. Bzdok, D. & Yeo, B. T. T. Neuroimage 155, 549–564 (2017). - DOI - PubMed
1. Bzdok, D., Nichols, T. E. & Smith, S. M. Nat. Mach. Intell. 1, 296–306 (2019). - DOI - PubMed - PMC
1. Bycroft, C. et al. Nature 562, 203–209 (2018). - DOI - PubMed - PMC
1. Bzdok, D. & Meyer-Lindenberg, A. Biol. Psychiatry Cogn. Neurosci. Neuroimaging 3, 223–230 (2018). - PubMed
1. Saggar, M. & Uddin, L. Q. eNeuro 6, ENEURO.0384-19.2019 (2019).

LinkOut - more resources

Full Text Sources
- Nature Publishing Group

Save citation to file

Email citation

Add to Collections

Add to My Bibliography

Your saved search

Create a file for external citation management software

Your RSS Feed

The end game: respecting major sources of population diversity

Affiliations

The end game: respecting major sources of population diversity

Authors

Affiliations

Similar articles

Cited by

References

LinkOut - more resources

Full Text Sources