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

Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery

por Ayala, Leonardo, Adler, Tim J., Seidlitz, Silvia, Wirkert, Sebastian, Engels, Christina, Seitel, Alexander, Sellner, Jan, Aksenov, Alexey, Bodenbach, Matthias, Bader, Pia, Baron, Sebastian, Vemuri, Anant, Wiesenfarth, Manuel, Schreck, Nicholas, Mindroc, Diana, Tizabi, Minu, Pirmann, Sebastian, Everitt, Brittaney, Kopp-Schneider, Annette, Teber, Dogu, Maier-Hein, Lena
Publicado 2023

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

Surgical data science – from concepts toward clinical translation

por Maier-Hein, Lena, Eisenmann, Matthias, Sarikaya, Duygu, März, Keno, Collins, Toby, Malpani, Anand, Fallert, Johannes, Feussner, Hubertus, Giannarou, Stamatia, Mascagni, Pietro, Nakawala, Hirenkumar, Park, Adrian, Pugh, Carla, Stoyanov, Danail, Vedula, Swaroop S., Cleary, Kevin, Fichtinger, Gabor, Forestier, Germain, Gibaud, Bernard, Grantcharov, Teodor, Hashizume, Makoto, Heckmann-Nötzel, Doreen, Kenngott, Hannes G., Kikinis, Ron, Mündermann, Lars, Navab, Nassir, Onogur, Sinan, Roß, Tobias, Sznitman, Raphael, Taylor, Russell H., Tizabi, Minu D., Wagner, Martin, Hager, Gregory D., Neumuth, Thomas, Padoy, Nicolas, Collins, Justin, Gockel, Ines, Goedeke, Jan, Hashimoto, Daniel A., Joyeux, Luc, Lam, Kyle, Leff, Daniel R., Madani, Amin, Marcus, Hani J., Meireles, Ozanan, Seitel, Alexander, Teber, Dogu, Ückert, Frank, Müller-Stich, Beat P., Jannin, Pierre, Speidel, Stefanie
Publicado 2022

Understanding metric-related pitfalls in image analysis validation

por REINKE, ANNIKA, TIZABI, MINU D., BAUMGARTNER, MICHAEL, EISENMANN, MATTHIAS, HECKMANN-NÖTZEL, DOREEN, KAVUR, A. EMRE, RÄDSCH, TIM, SUDRE, CAROLE H., ACION, LAURA, ANTONELLI, MICHELA, ARBEL, TAL, BAKAS, SPYRIDON, BENIS, ARRIEL, BLASCHKO, MATTHEW B., BUETTNER, FLORIAN, CARDOSO, M. JORGE, CHEPLYGINA, VERONIKA, CHEN, JIANXU, CHRISTODOULOU, EVANGELIA, CIMINI, BETH A., COLLINS, GARY S., FARAHANI, KEYVAN, FERRER, LUCIANA, GALDRAN, ADRIAN, VAN GINNEKEN, BRAM, GLOCKER, BEN, GODAU, PATRICK, HAASE, ROBERT, HASHIMOTO, DANIEL A., HOFFMAN, MICHAEL M., HUISMAN, MEREL, ISENSEE, FABIAN, JANNIN, PIERRE, KAHN, CHARLES E., KAINMUELLER, DAGMAR, KAINZ, BERNHARD, KARARGYRIS, ALEXANDROS, KARTHIKESALINGAM, ALAN, KENNGOTT, HANNES, KLEESIEK, JENS, KOFLER, FLORIAN, KOOI, THIJS, KOPP-SCHNEIDER, ANNETTE, KOZUBEK, MICHAL, KRESHUK, ANNA, KURC, TAHSIN, LANDMAN, BENNETT A., LITJENS, GEERT, MADANI, AMIN, MAIER-HEIN, KLAUS, MARTEL, ANNE L., MATTSON, PETER, MEIJERING, ERIK, MENZE, BJOERN, MOONS, KAREL G.M., MÜLLER, HENNING, NICHYPORUK, BRENNAN, NICKEL, FELIX, PETERSEN, JENS, RAFELSKI, SUSANNE M., RAJPOOT, NASIR, REYES, MAURICIO, RIEGLER, MICHAEL A., RIEKE, NICOLA, SAEZ-RODRIGUEZ, JULIO, SÁNCHEZ, CLARA I., SHETTY, SHRAVYA, SUMMERS, RONALD M., TAHA, ABDEL A., TIULPIN, ALEKSEI, TSAFTARIS, SOTIRIOS A., VAN CALSTER, BEN, VAROQUAUX, GAËL, YANIV, ZIV R., JÄGER, PAUL F., MAIER-HEIN, LENA
Publicado 2023