ArticleCancers2026
Retrospective Cohort Study: Extracting Coexisting Background Breast-Lesion Features from Stage I-III Invasive Breast Cancer.
Ryan Jak Yang Lim, Phyu Nitar, Kah Weng Lau, Lester Chee Hao Leong, Veronique Kiak Mien Tan, Benita Kiat Tee Tan, Ern Yu Tan, Serene Si Ning Goh, Mikael Hartman, Fuh Yong Wong and 3 more
Abstract read
In one paragraphArticle in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registryThe trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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3 · Its place in the literatureWho cites it
0 citing papers in PubMed.
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
13 authors.
Ryan Jak Yang LimGenome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore 138632, Singapore.
Phyu NitarDepartment of Cancer Informatics, National Cancer Centre Singapore, Singapore 168583, Singapore.
Kah Weng LauDepartment of Pathology, National University Hospital and National University Health System, Singapore 119074, Singapore.
Lester Chee Hao LeongDepartment of Diagnostic Radiology, Khoo Teck Puat Hospital, Singapore 768828, Singapore.
Veronique Kiak Mien TanDivision of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore Health Services, Singapore 169610, Singapore.
Benita Kiat Tee TanDivision of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore Health Services, Singapore 169610, Singapore.ORCID 0000-0002-8573-4606 Ern Yu TanDepartment of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore.
Serene Si Ning GohDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore 119228, Singapore.ORCID 0000-0003-4916-2142 Mikael HartmanDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore 119228, Singapore.ORCID 0000-0001-5726-9965 Fuh Yong WongDepartment of Cancer Informatics, National Cancer Centre Singapore, Singapore 168583, Singapore.ORCID 0000-0002-6658-3371 Jingmei LiGenome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore 138632, Singapore.ORCID 0000-0001-8587-7511 On Behalf Of The Joint Breast Cancer Registry
Funding
Agency for Science, Technology and Research NA
6 · The paper itselfAbstract
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Indexed as
benign breast diseasesdata extractionfree-texthistological featuresnatural language processing (NLP)pathologystructured variables
Identifiers
PMID42352500
PMCPMC13297060
What Socratic holds
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LicenceCC BY
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