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Matthias Keicher

29 papers hereh-index 13786 citations45 works total

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

author position
  • first author3
  • middle author19
  • last author7

Across the 29 of 29 papers where every author was matched, so the position is known.

fields
  • cs.CV13
  • eess.IV6
  • cs.CL4
  • cs.AI3
  • cs.LG2
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedTeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks

232 citations · 328 across the 25 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

Prototype-Based Knowledge Guidance for Fine-Grained Structured Radiology Reporting

Chantal Pellegrini, Adrian Delchev, Ege Özsoy +2

Structured radiology reporting promises faster, more consistent communication than free text, but automation remains difficult as models must make many fine-grained, discrete decis…

cs.AI2025★ 45 cited

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine

Lukas Buess, Matthias Keicher, Nassir Navab +2

Generative artificial intelligence (AI) models, such as diffusion models and OpenAI's ChatGPT, are transforming medicine by enhancing diagnostic accuracy and automating clinical wo…

cs.AI2024

MAGDA: Multi-agent guideline-driven diagnostic assistance

David Bani-Harouni, Nassir Navab, Matthias Keicher

In emergency departments, rural hospitals, or clinics in less developed regions, clinicians often lack fast image analysis by trained radiologists, which can have a detrimental eff…

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