Julius Kempf
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View article: Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography
Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography Open
Purpose Shortcut learning has been identified as a source of algorithmic unfairness in medical imaging artificial intelligence (AI), but its impact on photoacoustic tomography (PAT), particularly concerning sex bias, remains underexplored.…
View article: Derivation and validation of a non-invasive optoacoustic imaging biomarker for detection of patients with intermittent claudication
Derivation and validation of a non-invasive optoacoustic imaging biomarker for detection of patients with intermittent claudication Open
View article: Teachability of multispectral optoacoustic tomography
Teachability of multispectral optoacoustic tomography Open
To date, the appropriate training required for the reproducible operation of multispectral optoacoustic tomography (MSOT) is poorly discussed. Therefore, the aim of this study was to assess the teachability of MSOT imaging. Five operators …
View article: Hybrid ultrasound and single wavelength optoacoustic imaging reveals muscle degeneration in peripheral artery disease
Hybrid ultrasound and single wavelength optoacoustic imaging reveals muscle degeneration in peripheral artery disease Open
View article: Derivation and validation of a non-invasive optoacoustic imaging biomarker for patients with intermittent claudication
Derivation and validation of a non-invasive optoacoustic imaging biomarker for patients with intermittent claudication Open
Background Multispectral optoacoustic tomography (MSOT), a molecular sensitive ultrasound, offers a non-invasive diagnostic approach to image the deep-tissue biomarkers. Objectives The authors aimed to investigate the diagnostic accuracy o…