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Spatial patterns of tumour growth impact clonal diversification in a computational model and the TRACERx Renal study.
Fu X, Zhao Y, Lopez JI, Rowan A, Au L, Fendler A, Hazell S, Xu H, Horswell S, Shepherd STC, Spencer CE, Spain L, Byrne F, Stamp G, O'Brien T, Nicol D, Augustine M, Chandra A, Rudman S, Toncheva A, Furness AJS, Pickering L, Kumar S, Koh DM, Messiou C, Dafydd DA, Orton MR, Doran SJ, Larkin J, Swanton C, Sahai E, Litchfield K, Turajlic S; TRACERx Renal Consortium; Bates PA. Fu X, et al. Among authors: kumar s. Nat Ecol Evol. 2022 Jan;6(1):88-102. doi: 10.1038/s41559-021-01586-x. Epub 2021 Dec 23. Nat Ecol Evol. 2022. PMID: 34949820 Free PMC article.
"Real-world" radiomics from multi-vendor MRI: an original retrospective study on the prediction of nodal status and disease survival in breast cancer, as an exemplar to promote discussion of the wider issues.
Doran SJ, Kumar S, Orton M, d'Arcy J, Kwaks F, O'Flynn E, Ahmed Z, Downey K, Dowsett M, Turner N, Messiou C, Koh DM. Doran SJ, et al. Among authors: kumar s. Cancer Imaging. 2021 May 20;21(1):37. doi: 10.1186/s40644-021-00406-6. Cancer Imaging. 2021. PMID: 34016188 Free PMC article.
Radiomics in Oncology: A Practical Guide.
Shur JD, Doran SJ, Kumar S, Ap Dafydd D, Downey K, O'Connor JPB, Papanikolaou N, Messiou C, Koh DM, Orton MR. Shur JD, et al. Among authors: kumar s. Radiographics. 2021 Oct;41(6):1717-1732. doi: 10.1148/rg.2021210037. Radiographics. 2021. PMID: 34597235 Free PMC article.
segcsvdWMH: A Convolutional Neural Network-Based Tool for Quantifying White Matter Hyperintensities in Heterogeneous Patient Cohorts.
Gibson E, Ramirez J, Woods LA, Ottoy J, Berberian S, Scott CJM, Yhap V, Gao F, Coello RD, Valdes Hernandez M, Lang AE, Tartaglia CM, Kumar S, Binns MA, Bartha R, Symons S, Swartz RH, Masellis M, Singh N, Moody A, MacIntosh BJ, Wardlaw JM, Black SE, Lim ASP, Goubran M; ONDRI Investigators, ADNI, CAIN Investigators, colleagues from the Foundation Leducq Transatlantic Network of Excellence. Gibson E, et al. Among authors: kumar s. Hum Brain Mapp. 2024 Dec 15;45(18):e70104. doi: 10.1002/hbm.70104. Hum Brain Mapp. 2024. PMID: 39723488 Free PMC article.
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