PHOTONAI—A Python API for rapid machine learning model development

Leenings, Ramona, Winter, Nils Ralf, Plagwitz, Lucas, Holstein, Vincent, Ernsting, Jan, Sarink, Kelvin, Fisch, Lukas, Steenweg, Jakob, Kleine-Vennekate, Leon, Gebker, Julian, Emden, Daniel, Grotegerd, Dominik, Opel, Nils, Risse, Benjamin, Jiang, Xiaoyi, Dannlowski, Udo, Hahn, Tim
2021

Testing the applicability and performance of Auto ML for potential applications in diagnostic neuroradiology

Musigmann, Manfred, Akkurt, Burak Han, Krähling, Hermann, Nacul, Nabila Gala, Remonda, Luca, Sartoretti, Thomas, Henssen, Dylan J. H. A., Brokinkel, Benjamin Legolas, Stummer, Walter, Heindel, Walter, Mannil, Manoj
2022

Assessing preoperative risk of STR in skull meningiomas using MR radiomics and machine learning

Musigmann, Manfred, Akkurt, Burak Han, Krähling, Hermann, Brokinkel, Benjamin Legolas, Henssen, Dylan J. H. A., Sartoretti, Thomas, Nacul, Nabila Gala, Stummer, Walter, Heindel, Walter, Mannil, Manoj
2022

Erstellung von Machine Learning-Modellen zur Prädiktion einzelner Krankheitscharakteristika...

Schmitt, Michael Andreas Dominik
2021

Pseudoprogression prediction in high grade primary CNS tumors by use of radiomics

Ari, Asena Petek, Akkurt, Burak Han, Musigmann, Manfred, Mammadov, Orkhan, Blömer, David A., Kasap, Dilek N. G., Henssen, Dylan J. H. A., Nacul, Nabila Gala, Sartoretti, Elisabeth, Sartoretti, Thomas, Backhaus, Philipp, Thomas, Christian, Stummer, Walter, Heindel, Walter, Mannil, Manoj
2022

Support Vector Machine Analysis of Functional Magnetic Resonance Imaging of Interoception Does Not Reliably Predict Individual Outcomes of Cognitive Behavioral Therapy in Panic Dis...

Sundermann, Benedikt, Bode, Jens, Lüken, Ulrike, Westphal, Dorte, Gerlach, Alexander, Straube, Benjamin, Wittchen, Hans-Ulrich, Ströhle, Andreas, Wittmann, André, Konrad, Carsten, Kircher, Tilo, Arold, Volker, Pfleiderer, Bettina
2017

Radiomics-Based Prediction of TERT Promotor Mutations in Intracranial High-Grade Meningiomas

Akkurt, Burak Han, Spille, Dorothee, Peetz-Dienhart, Susanne, Kiolbassa, Nora Maren, Mawrin, Christian, Musigmann, Manfred, Heindel, Walter Leonhard, Paulus, Werner, Stummer, Walter, Mannil, Manoj, Brokinkel, Benjamin Legolas
2023