Janek Gröhl

Reconstruction of initial pressure from limited view photoacoustic images using deep learning

Janek Gröhl, Dominik Waibel, Fabian Isensee et al. · Photons Plus Ultrasound: Imaging and Sensing 2018 · 2018 · 94 citations

Image Reconstruction, Engineering, Initial Pressure Distribution +20

Learned spectral decoloring enables photoacoustic oximetry

Janek Gröhl, Thomas Kirchner, Tim Adler et al. · Scientific Reports · 2021 · 66 citations · Full text

Context encoding enables machine learning-based quantitative photoacoustics

Thomas Kirchner, Janek Gröhl, Lena Maier‐Hein · Journal of Biomedical Optics · 2018 · 57 citations · Full text

Real-time Monitoring, Engineering, Advanced Imaging +19

Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging

Thomas Kirchner, Franz Sattler, Janek Gröhl et al. · Journal of Imaging · 2018 · 45 citations · Full text

Engineering, Multispectral Imaging, Multispectral Photoacoustic Imaging +20

Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics

Janek Gröhl, Thomas Kirchner, Tim Adler et al. · Journal of Imaging · 2018 · 34 citations · Full text

Qpai Algorithm, Engineering, Optical Absorption +18