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researcher

L. Heutte

12 papers hereh-index 316.1k citations150 works total

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

author position
  • middle author6
  • last author6

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedRandom Forest Kernel for High-Dimension Low Sample Size Classification

15 citations · 38 across the 10 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.CV2018

Dynamic voting in multi-view learning for radiomics applications

Hongliu Cao, Simon Bernard, Laurent Heutte +1

Cancer diagnosis and treatment often require a personalized analysis for each patient nowadays, due to the heterogeneity among the different types of tumor and among patients. Radi…

cs.CV2018★ 4 cited

Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images

Hongliu Cao, Simon Bernard, Laurent Heutte +1

Breast cancer is one of the most common types of cancer and leading cancer-related death causes for women. In the context of ICIAR 2018 Grand Challenge on Breast Cancer Histology I…

cs.CV2018★ 8 cited

Dissimilarity-based representation for radiomics applications

Hongliu Cao, Simon Bernard, Laurent Heutte +1

Radiomics is a term which refers to the analysis of the large amount of quantitative tumor features extracted from medical images to find useful predictive, diagnostic or prognosti…

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