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257 results

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Page 1
Quantitative estimate of cognitive resilience and its medical and genetic associations.
Phongpreecha T, Godrich D, Berson E, Espinosa C, Kim Y, Cholerton B, Chang AL, Mataraso S, Bukhari SA, Perna A, Yakabi K, Montine KS, Poston KL, Mormino E, White L, Beecham G, Aghaeepour N, Montine TJ. Phongpreecha T, et al. Among authors: espinosa c. Alzheimers Res Ther. 2023 Nov 6;15(1):192. doi: 10.1186/s13195-023-01329-z. Alzheimers Res Ther. 2023. PMID: 37926851 Free PMC article.
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data.
Stanley N, Stelzer IA, Tsai AS, Fallahzadeh R, Ganio E, Becker M, Phongpreecha T, Nassar H, Ghaemi S, Maric I, Culos A, Chang AL, Xenochristou M, Han X, Espinosa C, Rumer K, Peterson L, Verdonk F, Gaudilliere D, Tsai E, Feyaerts D, Einhaus J, Ando K, Wong RJ, Obermoser G, Shaw GM, Stevenson DK, Angst MS, Gaudilliere B, Aghaeepour N. Stanley N, et al. Among authors: espinosa c. Nat Commun. 2020 Jul 27;11(1):3738. doi: 10.1038/s41467-020-17569-8. Nat Commun. 2020. PMID: 32719375 Free PMC article.
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Culos A, Tsai AS, Stanley N, Becker M, Ghaemi MS, McIlwain DR, Fallahzadeh R, Tanada A, Nassar H, Espinosa C, Xenochristou M, Ganio E, Peterson L, Han X, Stelzer IA, Ando K, Gaudilliere D, Phongpreecha T, Marić I, Chang AL, Shaw GM, Stevenson DK, Bendall S, Davis KL, Fantl W, Nolan GP, Hastie T, Tibshirani R, Angst MS, Gaudilliere B, Aghaeepour N. Culos A, et al. Among authors: espinosa c. Nat Mach Intell. 2020 Oct;2(10):619-628. doi: 10.1038/s42256-020-00232-8. Epub 2020 Oct 12. Nat Mach Intell. 2020. PMID: 33294774 Free PMC article.
Data-Driven Modeling of Pregnancy-Related Complications.
Espinosa C, Becker M, Marić I, Wong RJ, Shaw GM, Gaudilliere B, Aghaeepour N, Stevenson DK; Prematurity Research Center at Stanford. Espinosa C, et al. Trends Mol Med. 2021 Aug;27(8):762-776. doi: 10.1016/j.molmed.2021.01.007. Epub 2021 Feb 8. Trends Mol Med. 2021. PMID: 33573911 Free PMC article. Review.
Objective Activity Parameters Track Patient-specific Physical Recovery Trajectories After Surgery and Link With Individual Preoperative Immune States.
Fallahzadeh R, Verdonk F, Ganio E, Culos A, Stanley N, Maric I, Chang AL, Becker M, Phongpreecha T, Xenochristou M, De Francesco D, Espinosa C, Gao X, Tsai A, Sultan P, Tingle M, Amanatullah DF, Huddleston JI, Goodman SB, Gaudilliere B, Angst MS, Aghaeepour N. Fallahzadeh R, et al. Among authors: espinosa c. Ann Surg. 2023 Mar 1;277(3):e503-e512. doi: 10.1097/SLA.0000000000005250. Epub 2021 Oct 8. Ann Surg. 2023. PMID: 35129529 Free PMC article.
A data-driven health index for neonatal morbidities.
De Francesco D, Blumenfeld YJ, Marić I, Mayo JA, Chang AL, Fallahzadeh R, Phongpreecha T, Butwick AJ, Xenochristou M, Phibbs CS, Bidoki NH, Becker M, Culos A, Espinosa C, Liu Q, Sylvester KG, Gaudilliere B, Angst MS, Stevenson DK, Shaw GM, Aghaeepour N. De Francesco D, et al. Among authors: espinosa c. iScience. 2022 Mar 22;25(4):104143. doi: 10.1016/j.isci.2022.104143. eCollection 2022 Apr 15. iScience. 2022. PMID: 35402862 Free PMC article.
In-silico generation of high-dimensional immune response data in patients using a deep neural network.
Fallahzadeh R, Bidoki NH, Stelzer IA, Becker M, Marić I, Chang AL, Culos A, Phongpreecha T, Xenochristou M, De Francesco D, Espinosa C, Berson E, Verdonk F, Angst MS, Gaudilliere B, Aghaeepour N. Fallahzadeh R, et al. Among authors: espinosa c. Cytometry A. 2023 May;103(5):392-404. doi: 10.1002/cyto.a.24709. Epub 2022 Dec 27. Cytometry A. 2023. PMID: 36507780 Free PMC article.
Early prediction and longitudinal modeling of preeclampsia from multiomics.
Marić I, Contrepois K, Moufarrej MN, Stelzer IA, Feyaerts D, Han X, Tang A, Stanley N, Wong RJ, Traber GM, Ellenberger M, Chang AL, Fallahzadeh R, Nassar H, Becker M, Xenochristou M, Espinosa C, De Francesco D, Ghaemi MS, Costello EK, Culos A, Ling XB, Sylvester KG, Darmstadt GL, Winn VD, Shaw GM, Relman DA, Quake SR, Angst MS, Snyder MP, Stevenson DK, Gaudilliere B, Aghaeepour N. Marić I, et al. Among authors: espinosa c. Patterns (N Y). 2022 Dec 9;3(12):100655. doi: 10.1016/j.patter.2022.100655. eCollection 2022 Dec 9. Patterns (N Y). 2022. PMID: 36569558 Free PMC article.
Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning.
Becker M, Dai J, Chang AL, Feyaerts D, Stelzer IA, Zhang M, Berson E, Saarunya G, De Francesco D, Espinosa C, Kim Y, Marić I, Mataraso S, Payrovnaziri SN, Phongpreecha T, Ravindra NG, Shome S, Tan Y, Thuraiappah M, Xue L, Mayo JA, Quaintance CC, Laborde A, King LS, Dhabhar FS, Gotlib IH, Wong RJ, Angst MS, Shaw GM, Stevenson DK, Gaudilliere B, Aghaeepour N. Becker M, et al. Among authors: espinosa c. Front Pediatr. 2022 Dec 13;10:933266. doi: 10.3389/fped.2022.933266. eCollection 2022. Front Pediatr. 2022. PMID: 36582513 Free PMC article.
Prediction of neuropathologic lesions from clinical data.
Phongpreecha T, Cholerton B, Bukhari S, Chang AL, De Francesco D, Thuraiappah M, Godrich D, Perna A, Becker MG, Ravindra NG, Espinosa C, Kim Y, Berson E, Mataraso S, Sha SJ, Fox EJ, Montine KS, Baker LD, Craft S, White L, Poston KL, Beecham G, Aghaeepour N, Montine TJ. Phongpreecha T, et al. Among authors: espinosa c. Alzheimers Dement. 2023 Jul;19(7):3005-3018. doi: 10.1002/alz.12921. Epub 2023 Jan 21. Alzheimers Dement. 2023. PMID: 36681388
257 results