Clinical evaluation of fully automated thigh muscle and adipose tissue segmentation using a U-Net deep learning architecture in context of osteoarthritic knee pain

por Kemnitz, Jana, Baumgartner, Christian F., Eckstein, Felix, Chaudhari, Akshay, Ruhdorfer, Anja, Wirth, Wolfgang, Eder, Sebastian K., Konukoglu, Ender
Publicado 2019

Automated quantification of myocardial tissue characteristics from native T(1) mapping using neural networks with uncertainty-based quality-control

por Puyol-Antón, Esther, Ruijsink, Bram, Baumgartner, Christian F., Masci, Pier-Giorgio, Sinclair, Matthew, Konukoglu, Ender, Razavi, Reza, King, Andrew P.
Publicado 2020

Detection of Differences in Longitudinal Cartilage Thickness Loss Using a Deep‐Learning Automated Segmentation Algorithm: Data From the Foundation for the National Institutes of He...

por Eckstein, Felix, Chaudhari, Akshay S., Fuerst, David, Gaisberger, Martin, Kemnitz, Jana, Baumgartner, Christian F., Konukoglu, Ender, Hunter, David J., Wirth, Wolfgang
Publicado 2022

K2S Challenge: From Undersampled K-Space to Automatic Segmentation

por Tolpadi, Aniket A., Bharadwaj, Upasana, Gao, Kenneth T., Bhattacharjee, Rupsa, Gassert, Felix G., Luitjens, Johanna, Giesler, Paula, Morshuis, Jan Nikolas, Fischer, Paul, Hein, Matthias, Baumgartner, Christian F., Razumov, Artem, Dylov, Dmitry, van Lohuizen, Quintin, Fransen, Stefan J., Zhang, Xiaoxia, Tibrewala, Radhika, de Moura, Hector Lise, Liu, Kangning, Zibetti, Marcelo V. W., Regatte, Ravinder, Majumdar, Sharmila, Pedoia, Valentina
Publicado 2023