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J. Clusmann

4 papers hereh-index 121.3k citations57 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.CR1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedEnd-To-End Clinical Trial Matching with Large Language Models

13 citations · 30 across the 3 of their papers we have counts for

collaborators

4 papers

cs.CV2025

A deep learning framework for efficient pathology image analysis

Peter Neidlinger, Tim Lenz, Sebastian Foersch +24

Artificial intelligence (AI) has transformed digital pathology by enabling biomarker prediction from high-resolution whole-slide images (WSIs). However, current methods are computa…

cs.CR2024★ 5 cited

Prompt Injection Attacks on Large Language Models in Oncology

Jan Clusmann, Dyke Ferber, Isabella C. Wiest +5

Vision-language artificial intelligence models (VLMs) possess medical knowledge and can be employed in healthcare in numerous ways, including as image interpreters, virtual scribes…

cs.CL2024★ 13 cited

End-To-End Clinical Trial Matching with Large Language Models

Dyke Ferber, Lars Hilgers, Isabella C. Wiest +13

Matching cancer patients to clinical trials is essential for advancing treatment and patient care. However, the inconsistent format of medical free text documents and complex trial…

cs.AI2024★ 12 cited

Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology

Dyke Ferber, Omar S. M. El Nahhas, Georg Wölflein +11

Multimodal artificial intelligence (AI) systems have the potential to enhance clinical decision-making by interpreting various types of medical data. However, the effectiveness of…

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