Author

Esther H. Lips

The Netherlands Cancer InstituteORCID 0000-0003-3488-4935Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:software / tool· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Anita E. GrigoriadisiD· 2 shared Sarah E. PinderiD· 2 shared Aasiyah Oozeer· 1 shared Abeer M. ShaabaniD· 1 shared Ahmed A. AhmediD· 1 shared Alastair Mark ThompsoniD· 1 shared Alexandra W. van den Belt‐DuseboutiD· 1 shared Anargyros MegaliosiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersPathology

Anita E. GrigoriadisORCID

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2 papers

Recent·Most cited

Pathologynpj Breast CancerPeer-reviewedFeb 9, 2026

✦ In-depth digest

Normal Breast Tissue (NBT)-Classifiers: Advancing Compartment Classification in Normal Breast Histology

Siyuan Chen, Mario Parreno-Centeno, Graham Booker…·Anita E. Grigoriadis

CNN patch classifiers trained only on normal breast H&E slides label epithelium, stroma and adipocytes with AUCs of 0.98–1.00 on three external cohorts and feed a lobule-detection pipeline.

2 citationstop 4%

humanimaging

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Genetic & Genomic MedicineNature GeneticsPeer-reviewedJun 1, 2022

Genomic profiling defines variable clonal relatedness between invasive breast cancer and primary ductal carcinoma in situ

Esther H. Lips, Tapsi Kumar, Anargyros Megalios…·Elinor J. Sawyer

The paper uses genomic profiling to show that some invasive breast cancers are clonally unrelated to their preceding DCIS, suggesting DCIS may act as both a precursor and independent risk factor.

98 citationstop 1%

humanwhole-exome sequencing

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