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researcher

P. Quirke

7 papers hereh-index 9851.4k citations528 works total

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

author position
  • sole author1
  • first author2
  • middle author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.CV1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

6 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Understanding Addition in Transformers

Philip Quirke, Fazl Barez

Understanding the inner workings of machine learning models like Transformers is vital for their safe and ethical use. This paper provides a comprehensive analysis of a one-layer T…

cs.CV2023★ 6 cited

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West +28

Background: Deep learning (DL) can extract predictive and prognostic biomarkers from routine pathology slides in colorectal cancer. For example, a DL test for the diagnosis of micr…

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