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L. Heumos

3 papers hereh-index 112k citations29 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.HC1
  • cs.SE1
  • q-bio.GN1

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

cs.HC2026

A learning health system in Neurorehabilitation as a foundation for multimodal patient representation

Thomas Weikert, Eljas Roellin, Lukas Heumos +3

Neurological disorders represent a growing global health burden requiring long-term, interdisciplinary rehabilitation. Computational neurorehabilitation (compNR) - the use of data-…

q-bio.GN2026

GPU-accelerated single-cell analysis at scale with rapids-singlecell

Severin Dicks, Lukas Heumos, Lilly May +10

Single-cell sequencing technologies reveal cellular heterogeneity at high resolution, advancing our understanding of biological complexity. As datasets start to scale to tens of mi…

cs.SE2025

Embedding computational neurorehabilitation in clinical practice using a modular intelligent health system

Thomas Weikert, Eljas Roellin, Monica Pérez-Serrano +5

A significant and rising proportion of the global population suffer from non-communicable diseases, such as neurological disorders. Neurorehabilitation aims to restore function and…

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