Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging by Thomas Kirchner, Franz Sattler, Janek Gröhl, Lena Maier-Hein

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Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics by Janek Gröhl, Thomas Kirchner, Tim Adler, Lena Maier-Hein

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Deep learning for biomedical photoacoustic imaging: A review by Janek Gröhl, Melanie Schellenberg, Kris Dreher, Lena Maier-Hein

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Photoacoustic image synthesis with generative adversarial networks by Melanie Schellenberg, Janek Gröhl, Kris K. Dreher, Jan-Hinrich Nölke, Niklas Holzwarth, Minu D. Tizabi, Alexander Seitel, Lena Maier-Hein

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Semantic segmentation of multispectral photoacoustic images using deep learning by Melanie Schellenberg, Kris K. Dreher, Niklas Holzwarth, Fabian Isensee, Annika Reinke, Nicholas Schreck, Alexander Seitel, Minu D. Tizabi, Lena Maier-Hein, Janek Gröhl

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Learned spectral decoloring enables photoacoustic oximetry by Janek Gröhl, Thomas Kirchner, Tim J. Adler, Lina Hacker, Niklas Holzwarth, Adrián Hernández-Aguilera, Mildred A. Herrera, Edgar Santos, Sarah E. Bohndiek, Lena Maier-Hein

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The IPASC data format: A consensus data format for photoacoustic imaging by Janek Gröhl, Lina Hacker, Ben T. Cox, Kris K. Dreher, Stefan Morscher, Avotra Rakotondrainibe, François Varray, Lawrence C.M. Yip, William C. Vogt, Sarah E. Bohndiek

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Quantification of vascular networks in photoacoustic mesoscopy by Emma L. Brown, Thierry L. Lefebvre, Paul W. Sweeney, Bernadette J. Stolz, Janek Gröhl, Lina Hacker, Ziqiang Huang, Dominique-Laurent Couturier, Heather A. Harrington, Helen M. Byrne, Sarah E. Bohndiek

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A review of a strategic roadmapping exercise to advance clinical translation of photoacoustic imaging: From current barriers to future adoption by Hisham Assi, Rui Cao, Madhura Castelino, Ben Cox, Fiona J. Gilbert, Janek Gröhl, Kurinchi Gurusamy, Lina Hacker, Aoife M. Ivory, James Joseph, Ferdinand Knieling, Martin J. Leahy, Ledia Lilaj, Srirang Manohar, Igor Meglinski, Carmel Moran, Andrea Murray, Alexander A. Oraevsky, Mark D. Pagel, Manojit Pramanik, Jason Raymond, Mithun Kuniyil Ajith Singh, William C. Vogt, Lihong Wang, Shufan Yang, Members of IPASC, Sarah E. Bohndiek

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