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researcher

Lucas Luttner

2 papers hereh-index 28 citations4 works total

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

author position
  • sole author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-bio.OT1
  • stat.ML1
same name
  • Lucas Luttner — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCurrent validation practice undermines surgical AI development

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

q-bio.OT2025★ 1 cited

Current validation practice undermines surgical AI development

Annika Reinke, Ziying O. Li, Minu D. Tizabi +97

Surgical data science (SDS) is rapidly advancing, yet clinical adoption of artificial intelligence (AI) in surgery remains limited, with inadequate validation as an important contr…

stat.ML2023

Training of Neural Networks with Uncertain Data: A Mixture of Experts Approach

Lucas Luttner

This paper introduces the "Uncertainty-aware Mixture of Experts" (uMoE), a novel solution aimed at addressing aleatoric uncertainty within Neural Network (NN) based predictive mode…

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