output
20122024
most citedAn overview of deep learning in medical imaging focusing on MRI

2.1k citations

8 papers

physics.med-ph2024

A novel imaging setup for hybrid radiotherapy tailored PET/MR in patients with head and neck cancer

R. M. Winter, O. Engelsen, O. J. Bratting +4

Purpose: Radiotherapy commonly relies on CT, but there is growing interest in using hybrid PET/MR. Therefore, dedicated hardware setups have been proposed for PET/MR systems which…

cs.IR2024★ 11 cited

The Language of Infographics: Toward Understanding Conceptual Metaphor Use in Scientific Storytelling

Hana Pokojná, Tobias Isenberg, Stefan Bruckner +2

We apply an approach from cognitive linguistics by mapping Conceptual Metaphor Theory (CMT) to the visualization domain to address patterns of visual conceptual metaphors that are…

cs.LG2021★ 27 cited

Long-Short Ensemble Network for Bipolar Manic-Euthymic State Recognition Based on Wrist-worn Sensors

Ulysse Côté-Allard, Petter Jakobsen, Andrea Stautland +4

Manic episodes of bipolar disorder can lead to uncritical behaviour and delusional psychosis, often with destructive consequences for those affected and their surroundings. Early d…

physics.med-ph2020★ 3 cited

Proton Tracking Algorithm in a Pixel-Based Range Telescope for Proton Computed Tomography

Helge Egil Seime Pettersen, Ilker Meric, Odd Harald Odland +3

Proton Computed Tomography (CT) is a prototype imaging modality for the reconstruction of the Relative Stopping Power of a patient, for more accurate calculations of the dose distr…

cs.CV2018★ 2.1k cited

An overview of deep learning in medical imaging focusing on MRI

Alexander Selvikvåg Lundervold, Arvid Lundervold

What has happened in machine learning lately, and what does it mean for the future of medical image analysis? Machine learning has witnessed a tremendous amount of attention over t…

physics.med-ph2017★ 13 cited

Accuracy of parameterized proton range models; a comparison

Helge Egil Seime Pettersen, Mamdouh Chaar, Ilker Meric +3

An accurate calculation of proton ranges in phantoms or detector geometries is crucial for decision making in proton therapy and proton imaging. To this end, several parameterizati…

physics.med-ph2016★ 33 cited

Proton tracking in a high-granularity Digital Tracking Calorimeter for proton CT purposes

Helge Egil Seime Pettersen, Johan Alme, Aleksandra Biegun +11

Radiation therapy with protons as of today utilizes information from x-ray CT in order to estimate the proton stopping power of the traversed tissue in a patient. The conversion fr…

cs.GR2012★ 7 cited

The Ultrasound Visualization Pipeline - A Survey

Åsmund Birkeland, Veronika Solteszova, Dieter Hönigmann +4

Ultrasound is one of the most frequently used imaging modality in medicine. The high spatial resolution, its interactive nature and non-invasiveness makes it the first choice in ma…