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2016 1
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2019 5
2020 3
2021 4
2022 3
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Page 1
The Basics of Machine Learning.
Fralick M, Campbell KR. Fralick M, et al. Among authors: campbell kr. NEJM Evid. 2022 May;1(5):EVIDe2200062. doi: 10.1056/EVIDe2200062. Epub 2022 Apr 26. NEJM Evid. 2022. PMID: 38319201
Clonal fitness inferred from time-series modelling of single-cell cancer genomes.
Salehi S, Kabeer F, Ceglia N, Andronescu M, Williams MJ, Campbell KR, Masud T, Wang B, Biele J, Brimhall J, Gee D, Lee H, Ting J, Zhang AW, Tran H, O'Flanagan C, Dorri F, Rusk N, de Algara TR, Lee SR, Cheng BYC, Eirew P, Kono T, Pham J, Grewal D, Lai D, Moore R, Mungall AJ, Marra MA; IMAXT Consortium; McPherson A, Bouchard-Côté A, Aparicio S, Shah SP. Salehi S, et al. Among authors: campbell kr. Nature. 2021 Jul;595(7868):585-590. doi: 10.1038/s41586-021-03648-3. Epub 2021 Jun 23. Nature. 2021. PMID: 34163070 Free PMC article.
Eleven grand challenges in single-cell data science.
Lähnemann D, Köster J, Szczurek E, McCarthy DJ, Hicks SC, Robinson MD, Vallejos CA, Campbell KR, Beerenwinkel N, Mahfouz A, Pinello L, Skums P, Stamatakis A, Attolini CS, Aparicio S, Baaijens J, Balvert M, Barbanson B, Cappuccio A, Corleone G, Dutilh BE, Florescu M, Guryev V, Holmer R, Jahn K, Lobo TJ, Keizer EM, Khatri I, Kielbasa SM, Korbel JO, Kozlov AM, Kuo TH, Lelieveldt BPF, Mandoiu II, Marioni JC, Marschall T, Mölder F, Niknejad A, Rączkowska A, Reinders M, Ridder J, Saliba AE, Somarakis A, Stegle O, Theis FJ, Yang H, Zelikovsky A, McHardy AC, Raphael BJ, Shah SP, Schönhuth A. Lähnemann D, et al. Among authors: campbell kr. Genome Biol. 2020 Feb 7;21(1):31. doi: 10.1186/s13059-020-1926-6. Genome Biol. 2020. PMID: 32033589 Free PMC article. Review.
Radiomics analysis to predict pulmonary nodule malignancy using machine learning approaches.
Warkentin MT, Al-Sawaihey H, Lam S, Liu G, Diergaarde B, Yuan JM, Wilson DO, Atkar-Khattra S, Grant B, Brhane Y, Khodayari-Moez E, Murison KR, Tammemagi MC, Campbell KR, Hung RJ. Warkentin MT, et al. Among authors: campbell kr. Thorax. 2024 Mar 15;79(4):307-315. doi: 10.1136/thorax-2023-220226. Thorax. 2024. PMID: 38195644 Free PMC article.
Probabilistic cell-type assignment of single-cell RNA-seq for tumor microenvironment profiling.
Zhang AW, O'Flanagan C, Chavez EA, Lim JLP, Ceglia N, McPherson A, Wiens M, Walters P, Chan T, Hewitson B, Lai D, Mottok A, Sarkozy C, Chong L, Aoki T, Wang X, Weng AP, McAlpine JN, Aparicio S, Steidl C, Campbell KR, Shah SP. Zhang AW, et al. Among authors: campbell kr. Nat Methods. 2019 Oct;16(10):1007-1015. doi: 10.1038/s41592-019-0529-1. Epub 2019 Sep 9. Nat Methods. 2019. PMID: 31501550 Free PMC article.
Modelling hereditary diffuse gastric cancer initiation using transgenic mouse-derived gastric organoids and single-cell sequencing.
Dixon K, Brew T, Farnell D, Godwin TD, Cheung S, Chow C, Ta M, Ho G, Bui M, Douglas JM, Campbell KR, El-Naggar A, Kaurah P, Kalloger SE, Lim HJ, Schaeffer DF, Cochrane D, Guilford P, Huntsman DG. Dixon K, et al. Among authors: campbell kr. J Pathol. 2021 Jul;254(3):254-264. doi: 10.1002/path.5675. Epub 2021 May 12. J Pathol. 2021. PMID: 33797756
22 results