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Supervised learning and model analysis with compositional data.
Huang S, Ailer E, Kilbertus N, Pfister N. Huang S, et al. Among authors: pfister n. PLoS Comput Biol. 2023 Jun 30;19(6):e1011240. doi: 10.1371/journal.pcbi.1011240. eCollection 2023 Jun. PLoS Comput Biol. 2023. PMID: 37390111 Free PMC article.
Interpreting tree ensemble machine learning models with endoR.
Ruaud A, Pfister N, Ley RE, Youngblut ND. Ruaud A, et al. Among authors: pfister n. PLoS Comput Biol. 2022 Dec 14;18(12):e1010714. doi: 10.1371/journal.pcbi.1010714. eCollection 2022 Dec. PLoS Comput Biol. 2022. PMID: 36516158 Free PMC article.
Invariant Policy Learning: A Causal Perspective.
Saengkyongam S, Thams N, Peters J, Pfister N. Saengkyongam S, et al. Among authors: pfister n. IEEE Trans Pattern Anal Mach Intell. 2023 Jul;45(7):8606-8620. doi: 10.1109/TPAMI.2022.3232363. Epub 2023 Jun 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37018267
Multiomic profiling of the liver across diets and age in a diverse mouse population.
Williams EG, Pfister N, Roy S, Statzer C, Haverty J, Ingels J, Bohl C, Hasan M, Čuklina J, Bühlmann P, Zamboni N, Lu L, Ewald CY, Williams RW, Aebersold R. Williams EG, et al. Among authors: pfister n. Cell Syst. 2022 Jan 19;13(1):43-57.e6. doi: 10.1016/j.cels.2021.09.005. Epub 2021 Oct 18. Cell Syst. 2022. PMID: 34666007 Free PMC article.
A Causal Framework for Distribution Generalization.
Christiansen R, Pfister N, Jakobsen ME, Gnecco N, Peters J. Christiansen R, et al. Among authors: pfister n. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):6614-6630. doi: 10.1109/TPAMI.2021.3094760. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34232865
The Influence of Histologic Grade on Outcomes of Elderly Women With Early Stage Breast Cancer Treated With Breast Conserving Surgery With or Without Radiotherapy.
Escott CE, Zaenger D, Switchencko JM, Lin JY, Abugideiri M, Arciero CA, Pfister NT, Xu KM, Meisel JL, Subhedar P, Torres M, Curran WJ, Patel PR. Escott CE, et al. Among authors: pfister nt. Clin Breast Cancer. 2020 Dec;20(6):e701-e710. doi: 10.1016/j.clbc.2020.05.007. Epub 2020 May 13. Clin Breast Cancer. 2020. PMID: 32665190 Free PMC article.
EZH2 has a non-catalytic and PRC2-independent role in stabilizing DDB2 to promote nucleotide excision repair.
Koyen AE, Madden MZ, Park D, Minten EV, Kapoor-Vazirani P, Werner E, Pfister NT, Haji-Seyed-Javadi R, Zhang H, Xu J, Deng N, Duong DM, Pecen TJ, Frazier Z, Nagel ZD, Lazaro JB, Mouw KW, Seyfried NT, Moreno CS, Owonikoko TK, Deng X, Yu DS. Koyen AE, et al. Among authors: pfister nt. Oncogene. 2020 Jun;39(25):4798-4813. doi: 10.1038/s41388-020-1332-2. Epub 2020 May 26. Oncogene. 2020. PMID: 32457468 Free PMC article.
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