Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks
2020 · Medical Image Analysis · 448 citations
https://doi.org/10.1016/j.media.2020.101789
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Nicholas J. Hawkins
UNSW Sydney(AU)
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Nicholas J. Hawkins is an academic researcher from UNSW Sydney. The author has contributed to research in topics: Genetic factors in colorectal cancer & Cancer Genomics and Diagnostics & Epigenetics and DNA Methylation. The author has an h-index of 47, co-authored 224 publications.
ORCID: 0000-0002-2204-3189Papers by this author
worksTransformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study
2023 · Cancer Cell · 216 citations
https://doi.org/10.1016/j.ccell.2023.08.002
Microsatellite-stable diploid carcinoma: a biologically distinct and aggressive subset of sporadic colorectal cancer
2001 · British Journal of Cancer · 77 citations
https://doi.org/10.1054/bjoc.2000.1554
Mutation burden and other molecular markers of prognosis in colorectal cancer treated with curative intent: results from the QUASAR 2 clinical trial and an Australian community-based series
2018 · The Lancet. Gastroenterology & hepatology · 75 citations
https://doi.org/10.1016/s2468-1253(18)30117-1
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study
2023 · The Lancet Digital Health · 72 citations
https://doi.org/10.1016/s2589-7500(23)00208-x
Cohesin Rad21 Mediates Loss of Heterozygosity and Is Upregulated via Wnt Promoting Transcriptional Dysregulation in Gastrointestinal Tumors
2014 · Cell Reports · 47 citations
https://doi.org/10.1016/j.celrep.2014.10.059
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