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researcher

N. Winter

14 papers hereh-index 242k citations98 works total

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

author position
  • first author1
  • middle author11

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.IV3
  • q-bio.NC3
  • eess.SY2
  • cs.SE1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedPredicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks

9 citations · 33 across the 12 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023

GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating

Lukas Fisch, Michael O. Heming, Andreas Schulte-Mecklenbeck +12

Flow cytometry is widely used to identify cell populations in patient-derived fluids such as peripheral blood (PB) or cerebrospinal fluid (CSF). While ubiquitous in research and cl…

cs.LG2023★ 3 cited

From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling

Jan Ernsting, Nils R. Winter, Ramona Leenings +13

The brain-age gap is one of the most investigated risk markers for brain changes across disorders. While the field is progressing towards large-scale models, recently incorporating…

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