Deep learning for biomedical photoacoustic imaging: A review

por Gröhl, Janek, Schellenberg, Melanie, Dreher, Kris, Maier-Hein, Lena
Publicado 2021

Efficient Photoacoustic Image Synthesis with Deep Learning

por Rix, Tom, Dreher, Kris K., Nölke, Jan-Hinrich, Schellenberg, Melanie, Tizabi, Minu D., Seitel, Alexander, Maier-Hein, Lena
Publicado 2023

Photoacoustic image synthesis with generative adversarial networks

por Schellenberg, Melanie, Gröhl, Janek, Dreher, Kris K., Nölke, Jan-Hinrich, Holzwarth, Niklas, Tizabi, Minu D., Seitel, Alexander, Maier-Hein, Lena
Publicado 2022

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern

por Holzwarth, Niklas, Schellenberg, Melanie, Gröhl, Janek, Dreher, Kris, Nölke, Jan-Hinrich, Seitel, Alexander, Tizabi, Minu D, Müller-Stich, Beat P, Maier-Hein, Lena
Publicado 2021

Semantic segmentation of multispectral photoacoustic images using deep learning

por Schellenberg, Melanie, Dreher, Kris K., Holzwarth, Niklas, Isensee, Fabian, Reinke, Annika, Schreck, Nicholas, Seitel, Alexander, Tizabi, Minu D., Maier-Hein, Lena, Gröhl, Janek
Publicado 2022

SIMPA: an open-source toolkit for simulation and image processing for photonics and acoustics

por Gröhl, Janek, Dreher, Kris K., Schellenberg, Melanie, Rix, Tom, Holzwarth, Niklas, Vieten, Patricia, Ayala, Leonardo, Bohndiek, Sarah E., Seitel, Alexander, Maier-Hein, Lena
Publicado 2022

Heidelberg colorectal data set for surgical data science in the sensor operating room

por Maier-Hein, Lena, Wagner, Martin, Ross, Tobias, Reinke, Annika, Bodenstedt, Sebastian, Full, Peter M., Hempe, Hellena, Mindroc-Filimon, Diana, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Kisilenko, Anna, Müller, Benjamin, Davitashvili, Tornike, Capek, Manuela, Tizabi, Minu D., Eisenmann, Matthias, Adler, Tim J., Gröhl, Janek, Schellenberg, Melanie, Seidlitz, Silvia, Lai, T. Y. Emmy, Pekdemir, Bünyamin, Roethlingshoefer, Veith, Both, Fabian, Bittel, Sebastian, Mengler, Marc, Mündermann, Lars, Apitz, Martin, Kopp-Schneider, Annette, Speidel, Stefanie, Nickel, Felix, Probst, Pascal, Kenngott, Hannes G., Müller-Stich, Beat P.
Publicado 2021