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researcher

C. Grönlund

3 papers hereh-index 201.5k citations82 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedA Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

eess.IV2024★ 1 cited

A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers

Mohd Usama, Emma Nyman, Ulf Naslund +1

Deep learning has been used extensively for medical image analysis applications, assuming the training and test data adhere to the same probability distributions. However, a common…

eess.IV2023

Leveraging GANs for data scarcity of COVID-19: Beyond the hype

Hazrat Ali, Christer Gronlund, Zubair Shah

Artificial Intelligence (AI)-based models can help in diagnosing COVID-19 from lung CT scans and X-ray images; however, these models require large amounts of data for training and…

cs.CV2020

A deep learning pipeline for identification of motor units in musculoskeletal ultrasound

Hazrat Ali, Johannes Umander, Robin Rohlén +1

Ultrasound imaging provides information from a large part of the muscle. It has recently been shown that ultrafast ultrasound imaging can be used to record and analyze the mechanic…

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