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Katie Allen

3 papers hereh-index 382 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV3
same name
  • Katie Allen — 4 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedArtificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2023

Generative Adversarial Networks for Stain Normalisation in Histopathology

Jack Breen, Kieran Zucker, Katie Allen +2

The rapid growth of digital pathology in recent years has provided an ideal opportunity for the development of artificial intelligence-based tools to improve the accuracy and effic…

eess.IV2023★ 1 cited

Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review

Jack Breen, Katie Allen, Kieran Zucker +5

Purpose - To characterise and assess the quality of published research evaluating artificial intelligence (AI) methods for ovarian cancer diagnosis or prognosis using histopatholog…

eess.IV2023

Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning

Jack Breen, Katie Allen, Kieran Zucker +3

Weakly-supervised classification of histopathology slides is a computationally intensive task, with a typical whole slide image (WSI) containing billions of pixels to process. We p…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.