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researcher

Georg Wölflein

4 papers here

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.AI1
  • eess.IV1
ORCID 0000-0002-0407-7617

identity via Semantic Scholar / OpenAlex

most citedAutonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology

12 citations · 16 across the 4 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2024★ 1 cited

In-context learning enables multimodal large language models to classify cancer pathology images

Dyke Ferber, Georg Wölflein, Isabella C. Wiest +8

Medical image classification requires labeled, task-specific datasets which are used to train deep learning networks de novo, or to fine-tune foundation models. However, this proce…

cs.CV2023★ 1 cited

Deep Multiple Instance Learning with Distance-Aware Self-Attention

Georg Wölflein, Lucie Charlotte Magister, Pietro Liò +2

Traditional supervised learning tasks require a label for every instance in the training set, but in many real-world applications, labels are only available for collections (bags)…

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