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researcher

Anthea Monod

Imperial College London

44 papers hereh-index 12552 citations58 works total

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

author position
  • first author2
  • middle author16
  • last author25

Across the 43 of 44 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • stat.ML7
  • math.AT5
  • math.OC5
  • math.MG4
  • math.ST4
affiliations
  • Imperial College London
HomepageORCID 0000-0001-6774-8150

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedPredicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis

99 citations · 157 across the 39 of their papers we have counts for

collaborators
Showing 2023 · math.ATShow all

2 papers · 2 filters

math.AT2023★ 2 cited

Generalized Morse Theory of Distance Functions to Surfaces for Persistent Homology

Anna Song, Ka Man Yim, Anthea Monod

This paper brings together three distinct theories with the goal of quantifying shape textures with complex morphologies. Distance fields are central objects in shape representatio…

math.AT2023★ 1 cited

Stability for Inference with Persistent Homology Rank Functions

Qiquan Wang, Inés García-Redondo, Pierre Faugère +2

Persistent homology barcodes and diagrams are a cornerstone of topological data analysis that capture the "shape" of a wide range of complex data structures, such as point clouds,…

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