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Melanie Schellenberg

8 papers hereh-index 8556 citations25 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.IV4
  • cs.CV2
  • physics.med-ph2

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedDeep learning for biomedical photoacoustic imaging: A review

250 citations · 360 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 36 cited

Semantic segmentation of multispectral photoacoustic images using deep learning

Melanie Schellenberg, Kris Dreher, Niklas Holzwarth +7

Photoacoustic (PA) imaging has the potential to revolutionize functional medical imaging in healthcare due to the valuable information on tissue physiology contained in multispectr…

eess.IV2021★ 25 cited

Photoacoustic image synthesis with generative adversarial networks

Melanie Schellenberg, Janek Gröhl, Kris K. Dreher +5

Photoacoustic tomography (PAT) has the potential to recover morphological and functional tissue properties with high spatial resolution. However, previous attempts to solve the opt…

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