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Predicting the future of neuroimaging predictive models in mental health.
Tejavibulya L, Rolison M, Gao S, Liang Q, Peterson H, Dadashkarimi J, Farruggia MC, Hahn CA, Noble S, Lichenstein SD, Pollatou A, Dufford AJ, Scheinost D. Tejavibulya L, et al. Among authors: dadashkarimi j. Mol Psychiatry. 2022 Aug;27(8):3129-3137. doi: 10.1038/s41380-022-01635-2. Epub 2022 Jun 13. Mol Psychiatry. 2022. PMID: 35697759 Free PMC article. Review.
A hitchhiker's guide to working with large, open-source neuroimaging datasets.
Horien C, Noble S, Greene AS, Lee K, Barron DS, Gao S, O'Connor D, Salehi M, Dadashkarimi J, Shen X, Lake EMR, Constable RT, Scheinost D. Horien C, et al. Among authors: dadashkarimi j. Nat Hum Behav. 2021 Feb;5(2):185-193. doi: 10.1038/s41562-020-01005-4. Epub 2020 Dec 7. Nat Hum Behav. 2021. PMID: 33288916 Free PMC article.
Functional connectivity during frustration: a preliminary study of predictive modeling of irritability in youth.
Scheinost D, Dadashkarimi J, Finn ES, Wambach CG, MacGillivray C, Roule AL, Niendam TA, Pine DS, Brotman MA, Leibenluft E, Tseng WL. Scheinost D, et al. Among authors: dadashkarimi j. Neuropsychopharmacology. 2021 Jun;46(7):1300-1306. doi: 10.1038/s41386-020-00954-8. Epub 2021 Jan 21. Neuropsychopharmacology. 2021. PMID: 33479511 Free PMC article.
Brain-phenotype predictions can survive across diverse real-world data.
Adkinson BD, Rosenblatt M, Dadashkarimi J, Tejavibulya L, Jiang R, Noble S, Scheinost D. Adkinson BD, et al. Among authors: dadashkarimi j. bioRxiv [Preprint]. 2024 Jan 24:2024.01.23.576916. doi: 10.1101/2024.01.23.576916. bioRxiv. 2024. PMID: 38328100 Free PMC article. Preprint.
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available.
Dadashkarimi J, Karbasi A, Liang Q, Rosenblatt M, Noble S, Foster M, Rodriguez R, Adkinson B, Ye J, Sun H, Camp C, Farruggia M, Tejavibulya L, Dai W, Jiang R, Pollatou A, Scheinost D. Dadashkarimi J, et al. Med Image Anal. 2023 Aug;88:102864. doi: 10.1016/j.media.2023.102864. Epub 2023 Jun 8. Med Image Anal. 2023. PMID: 37352650
Machine Learning and Prediction in Fetal, Infant, and Toddler Neuroimaging: A Review and Primer.
Scheinost D, Pollatou A, Dufford AJ, Jiang R, Farruggia MC, Rosenblatt M, Peterson H, Rodriguez RX, Dadashkarimi J, Liang Q, Dai W, Foster ML, Camp CC, Tejavibulya L, Adkinson BD, Sun H, Ye J, Cheng Q, Spann MN, Rolison M, Noble S, Westwater ML. Scheinost D, et al. Among authors: dadashkarimi j. Biol Psychiatry. 2023 May 15;93(10):893-904. doi: 10.1016/j.biopsych.2022.10.014. Epub 2022 Oct 29. Biol Psychiatry. 2023. PMID: 36759257 Review.
11 results