Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Por Zihni, Esra, Madai, Vince Istvan, Livne, Michelle, Galinovic, Ivana, Khalil, Ahmed A., Fiebach, Jochen B., Frey, Dietmar
Publicado no PLoS One (2020)

A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease

Por Frey, Dietmar, Livne, Michelle, Leppin, Heiko, Akay, Ela M., Aydin, Orhun U., Behland, Jonas, Sobesky, Jan, Vajkoczy, Peter, Madai, Vince I.
Publicado no Biomed Eng Online (2021)

A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease

Por Livne, Michelle, Rieger, Jana, Aydin, Orhun Utku, Taha, Abdel Aziz, Akay, Ela Marie, Kossen, Tabea, Sobesky, Jan, Kelleher, John D., Hildebrand, Kristian, Frey, Dietmar, Madai, Vince I.
Publicado no Front Neurosci (2019)

Diagnostic and prognostic benefit of arterial spin labeling in subacute stroke

Por Thamm, Thoralf, Zweynert, Sarah, Piper, Sophie K., Madai, Vince I., Livne, Michelle, Martin, Steve Z., Herzig, Cornelius X., Mutke, Matthias A., Siebert, Eberhard, Liebig, Thomas, Sobesky, Jan
Publicado no Brain Behav (2019)

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease

Por Hilbert, Adam, Madai, Vince I., Akay, Ela M., Aydin, Orhun U., Behland, Jonas, Sobesky, Jan, Galinovic, Ivana, Khalil, Ahmed A., Taha, Abdel A., Wuerfel, Jens, Dusek, Petr, Niendorf, Thoralf, Fiebach, Jochen B., Frey, Dietmar, Livne, Michelle
Publicado no Front Artif Intell (2020)

Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study

Por Nikolov, Stanislav, Blackwell, Sam, Zverovitch, Alexei, Mendes, Ruheena, Livne, Michelle, De Fauw, Jeffrey, Patel, Yojan, Meyer, Clemens, Askham, Harry, Romera-Paredes, Bernadino, Kelly, Christopher, Karthikesalingam, Alan, Chu, Carlton, Carnell, Dawn, Boon, Cheng, D'Souza, Derek, Moinuddin, Syed Ali, Garie, Bethany, McQuinlan, Yasmin, Ireland, Sarah, Hampton, Kiarna, Fuller, Krystle, Montgomery, Hugh, Rees, Geraint, Suleyman, Mustafa, Back, Trevor, Hughes, Cían Owen, Ledsam, Joseph R, Ronneberger, Olaf
Publicado no J Med Internet Res (2021)