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Jon Middleton

2 papers hereh-index 3125 citations6 works total

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

author position
  • first author1
  • middle author1

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

fields
  • eess.IV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedUncertainty quantification in medical image segmentation with normalizing flows

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

collaborators

2 papers

eess.IV2024

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI

Jon Middleton, Marko Bauer, Kaining Sheng +5

The identification and localisation of pathological tissues in medical images continues to command much attention among deep learning practitioners. When trained on abundant datase…

stat.ML2020★ 2 cited

Uncertainty quantification in medical image segmentation with normalizing flows

Raghavendra Selvan, Frederik Faye, Jon Middleton +1

Medical image segmentation is inherently an ambiguous task due to factors such as partial volumes and variations in anatomical definitions. While in most cases the segmentation unc…

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