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Julia Machnio

10 papers hereh-index 221 citations14 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • eess.IV2
  • cs.LG1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedMICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2025

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning

Julia Machnio, Sebastian Nørgaard Llambias, Mads Nielsen +1

White matter hyperintensities (WMH) are radiological markers of small vessel disease and neurodegeneration, whose accurate segmentation and spatial localization are crucial for dia…

eess.IV2025

A large-scale heterogeneous 3D magnetic resonance brain imaging dataset for self-supervised learning

Stefano Cerri, Asbjørn Munk, Sebastian Nørgaard Llambias +11

We present FOMO260K, a large-scale, heterogeneous dataset of 260,927 brain Magnetic Resonance Imaging (MRI) scans from 77,589 MRI sessions and 55,378 subjects, aggregated from 910…

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