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Page 1
How to build the virtual cell with artificial intelligence: Priorities and opportunities.
Bunne C, Roohani Y, Rosen Y, Gupta A, Zhang X, Roed M, Alexandrov T, AlQuraishi M, Brennan P, Burkhardt DB, Califano A, Cool J, Dernburg AF, Ewing K, Fox EB, Haury M, Herr AE, Horvitz E, Hsu PD, Jain V, Johnson GR, Kalil T, Kelley DR, Kelley SO, Kreshuk A, Mitchison T, Otte S, Shendure J, Sofroniew NJ, Theis F, Theodoris CV, Upadhyayula S, Valer M, Wang B, Xing E, Yeung-Levy S, Zitnik M, Karaletsos T, Regev A, Lundberg E, Leskovec J, Quake SR. Bunne C, et al. Among authors: burkhardt db. Cell. 2024 Dec 12;187(25):7045-7063. doi: 10.1016/j.cell.2024.11.015. Cell. 2024. PMID: 39672099 Free PMC article.
How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities.
Bunne C, Roohani Y, Rosen Y, Gupta A, Zhang X, Roed M, Alexandrov T, AlQuraishi M, Brennan P, Burkhardt DB, Califano A, Cool J, Dernburg AF, Ewing K, Fox EB, Haury M, Herr AE, Horvitz E, Hsu PD, Jain V, Johnson GR, Kalil T, Kelley DR, Kelley SO, Kreshuk A, Mitchison T, Otte S, Shendure J, Sofroniew NJ, Theis F, Theodoris CV, Upadhyayula S, Valer M, Wang B, Xing E, Yeung-Levy S, Zitnik M, Karaletsos T, Regev A, Lundberg E, Leskovec J, Quake SR. Bunne C, et al. Among authors: burkhardt db. ArXiv [Preprint]. 2024 Oct 14:arXiv:2409.11654v2. ArXiv. 2024. Update in: Cell. 2024 Dec 12;187(25):7045-7063. doi: 10.1016/j.cell.2024.11.015. PMID: 39398201 Free PMC article. Updated. Preprint.
Defining and benchmarking open problems in single-cell analysis.
Luecken MD, Gigante S, Burkhardt DB, Cannoodt R, Strobl DC, Markov NS, Zappia L, Palla G, Lewis W, Dimitrov D, Vinyard ME, Magruder DS, Andersson A, Dann E, Qin Q, Otto DJ, Klein M, Botvinnik OB, Deconinck L, Waldrant K; Open Problems Jamboree Members; Bloom JM, Pisco AO, Saez-Rodriguez J, Wulsin D, Pinello L, Saeys Y, Theis FJ, Krishnaswamy S. Luecken MD, et al. Among authors: burkhardt db. Res Sq [Preprint]. 2024 Apr 4:rs.3.rs-4181617. doi: 10.21203/rs.3.rs-4181617/v1. Res Sq. 2024. PMID: 38645152 Free PMC article. Preprint.
AAnet resolves a continuum of spatially-localized cell states to unveil intratumoral heterogeneity.
Venkat A, Youlten SE, San Juan BP, Purcell CA, Gupta S, Amodio M, Neumann DP, Lock JG, Westacott AE, McCool CS, Burkhardt DB, Benz A, Mollbrink A, Lundeberg J, van Dijk D, Holst J, Goldstein LD, Kummerfeld S, Krishnaswamy S, Chaffer CL. Venkat A, et al. Among authors: burkhardt db. Cancer Discov. 2025 Jun 24. doi: 10.1158/2159-8290.CD-24-0684. Online ahead of print. Cancer Discov. 2025. PMID: 40552975
Immune cells and their inflammatory mediators modify β cells and cause checkpoint inhibitor-induced diabetes.
Perdigoto AL, Deng S, Du KC, Kuchroo M, Burkhardt DB, Tong A, Israel G, Robert ME, Weisberg SP, Kirkiles-Smith N, Stamatouli AM, Kluger HM, Quandt Z, Young A, Yang ML, Mamula MJ, Pober JS, Anderson MS, Krishnaswamy S, Herold KC. Perdigoto AL, et al. Among authors: burkhardt db. JCI Insight. 2022 Sep 8;7(17):e156330. doi: 10.1172/jci.insight.156330. JCI Insight. 2022. PMID: 35925682 Free PMC article.
Multiscale PHATE identifies multimodal signatures of COVID-19.
Kuchroo M, Huang J, Wong P, Grenier JC, Shung D, Tong A, Lucas C, Klein J, Burkhardt DB, Gigante S, Godavarthi A, Rieck B, Israelow B, Simonov M, Mao T, Oh JE, Silva J, Takahashi T, Odio CD, Casanovas-Massana A, Fournier J; Yale IMPACT Team; Farhadian S, Dela Cruz CS, Ko AI, Hirn MJ, Wilson FP, Hussin JG, Wolf G, Iwasaki A, Krishnaswamy S. Kuchroo M, et al. Among authors: burkhardt db. Nat Biotechnol. 2022 May;40(5):681-691. doi: 10.1038/s41587-021-01186-x. Epub 2022 Feb 28. Nat Biotechnol. 2022. PMID: 35228707 Free PMC article.
17 results