Photoacoustic image synthesis with generative adversarial networks

Melanie Schellenberg; Janek Gröhl; Kris K. Dreher; Jan-Hinrich Nölke; Niklas Holzwarth; Minu D. Tizabi; Alexander Seitel; Lena Maier‐Hein

doi:10.1016/j.pacs.2022.100402

JOURNAL ARTICLE

Photoacoustic image synthesis with generative adversarial networks

Melanie Schellenberg Janek Gröhl Kris K. Dreher Jan-Hinrich Nölke Niklas Holzwarth Minu D. Tizabi Alexander Seitel Lena Maier‐Hein

Year: 2022 Journal: Photoacoustics Vol: 28 Pages: 100402-100402 Publisher: Elsevier BV

DOI: 10.1016/j.pacs.2022.100402

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Keywords:

Computer science Artificial intelligence Synthetic data Bottleneck Disjoint sets Generative grammar Domain (mathematical analysis) Probabilistic logic Image (mathematics) Deep learning Task (project management) Generative model Photoacoustic imaging in biomedicine Machine learning Computer vision Pattern recognition (psychology) Mathematics

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Photoacoustic and Ultrasonic Imaging

Physical Sciences → Engineering → Biomedical Engineering

Thermography and Photoacoustic Techniques

Physical Sciences → Engineering → Mechanics of Materials

Image Enhancement Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Photoacoustic image synthesis with generative adversarial networks

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