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Esther H. Lips

Netherlands Cancer Institute

SCHOLARLY PAPERS

2

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259

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Scholarly Papers (2)

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1.

Normal Breast Tissue Classifiers Assess Large-Scale Tissue Compartments with High Accuracy

Number of pages: 42 Posted: 17 Apr 2025
Siyuan Chen, Mario Parreno-Centeno, Graham Booker, Gregory Verghese, Fathima Sumayya Mohamed, Salim Arslan, Pahini Pandya, Aasiyah Oozeer, Marcello D’Angelo, Rachel Barrow, Rachel Nelan, Marcelo Sobral-Leite, Fabio de Martino, Cathrin Brisken, Mathew J. Smalley, Esther H. Lips, Cheryl E. Gillett, J. Louise Jones, Christopher Banerji, Sarah E. Pinder and Anita Grigoriadis
King's College London, King's College London, King's College London, King's College London, King's College London, Panakeia Technologies, Panakeia Technologies, King's College London, King's College London, Queen Mary University of London - Barts Cancer Institute, Queen Mary University of London - Barts Cancer Institute, Netherlands Cancer Institute, École Polytechnique Fédérale de Lausanne (EPFL), École Polytechnique Fédérale de Lausanne (EPFL), Cardiff University, Netherlands Cancer Institute, King’s College London - School of Cancer and Pharmaceutical Sciences, Queen Mary University of London - Centre for Tumour Biology, King’s College London, King’s College London and King's College London - Guy's Cancer Centre
Downloads 144 (511,933)

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normal breast tissue, tissue type classification, convolutional neural network (CNN)

2.

Deep Learning for Predicting Invasive Recurrence of Ductal Carcinoma in Situ: Leveraging Histopathology Images and Clinical Features

Number of pages: 13 Posted: 03 May 2024
Shannon Doyle, Esther H. Lips, Eric Marcus, Lennart Mulder, Yat-Hee Liu, Francesco Dal Canton, Timo Kootstra, Maartje M. van Seijen, Ihssane Bouybayoune, Elinor J. Sawyer, Alastair Thompson, Sarah E. Pinder, Grand Challenge PRECISION Consortium, Clara Isabel Sánchez, Jonas Teuwen and Jelle Wesseling
Netherlands Cancer Institute, Netherlands Cancer Institute, Netherlands Cancer Institute, Netherlands Cancer Institute, Netherlands Cancer Institute, Netherlands Cancer Institute, Netherlands Cancer Institute, King’s College London, King’s College London, King’s College London, Baylor College of Medicine - Department of Surgery, King’s College London, Independent, University of Amsterdam, Netherlands Cancer Institute and Netherlands Cancer Institute
Downloads 115 (617,542)

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DCIS, ductal carcinoma in situ, breast cancer, deep learning, AI, recurrence prediction, prognostication