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researcher

Jan-Peter Sowa

3 papers hereh-index 344.1k citations157 works total

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

author position
  • middle author3

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

fields
  • cs.CV1
  • cs.CY1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedThe Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes

126 citations · 126 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025

The Locally Deployable Virtual Doctor: LLM Based Human Interface for Automated Anamnesis and Database Conversion

Jan Benedikt Ruhland, Doguhan Bahcivan, Jan-Peter Sowa +2

Recent advances in large language models made it possible to achieve high conversational performance with substantially reduced computational demands, enabling practical on-site de…

cs.CV2025

Functional Localization Enforced Deep Anomaly Detection Using Fundus Images

Jan Benedikt Ruhland, Thorsten Papenbrock, Jan-Peter Sowa +4

Reliable detection of retinal diseases from fundus images is challenged by the variability in imaging quality, subtle early-stage manifestations, and domain shift across datasets.…

cs.CY2019★ 126 cited

The Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes

Sebastian Spänig, Agnes Emberger-Klein, Jan-Peter Sowa +3

Artificial intelligence (AI) will pave the way to a new era in medicine. However, currently available AI systems do not interact with a patient, e.g., for anamnesis, and thus are o…

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