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researcher

E. Vorontsov

7 papers hereh-index 5948 citations11 works total

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

author position
  • first author2
  • middle author5

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

fields
  • cs.CV4
  • eess.IV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedVirchow: A Million-Slide Digital Pathology Foundation Model

57 citations · 129 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

A Multimodal Foundation Model for Longitudinal Patient Representation and Scalable Insight Generation in Oncology

Eugene Vorontsov, Yi Kan Wang, Alican Bozkurt +13

Precision oncology necessitates a longitudinal model of patient state that captures cancer evolution and treatment over time, integrating multimodal observations. We introduce the…

cs.CV2026

Mixed Magnification Aggregation for Generalizable Region-Level Representations in Computational Pathology

Eric Zimmermann, Julian Viret, Michal Zelechowski +7

In recent years, a standard computational pathology workflow has emerged where whole slide images are cropped into tiles, these tiles are processed using a foundation model, and ta…

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