Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes

por Kloenne, Marie, Niehaus, Sebastian, Lampe, Leonie, Merola, Alberto, Reinelt, Janis, Roeder, Ingo, Scherf, Nico
Publicado 2020

How to predict relapse in leukemia using time series data: A comparative in silico study

por Hoffmann, Helene, Baldow, Christoph, Zerjatke, Thomas, Gottschalk, Andrea, Wagner, Sebastian, Karg, Elena, Niehaus, Sebastian, Roeder, Ingo, Glauche, Ingmar, Scherf, Nico
Publicado 2021

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study

por Williams, Elena, Kienast, Manuel, Medawar, Evelyn, Reinelt, Janis, Merola, Alberto, Klopfenstein, Sophie Anne Ines, Flint, Anne Rike, Heeren, Patrick, Poncette, Akira-Sebastian, Balzer, Felix, Beimes, Julian, von Bünau, Paul, Chromik, Jonas, Arnrich, Bert, Scherf, Nico, Niehaus, Sebastian
Publicado 2023

Multiclass prediction of different dementia syndromes based on multi-centric volumetric MRI imaging

por Lampe, Leonie, Huppertz, Hans-Jürgen, Anderl-Straub, Sarah, Albrecht, Franziska, Ballarini, Tommaso, Bisenius, Sandrine, Mueller, Karsten, Niehaus, Sebastian, Fassbender, Klaus, Fliessbach, Klaus, Jahn, Holger, Kornhuber, Johannes, Lauer, Martin, Prudlo, Johannes, Schneider, Anja, Synofzik, Matthis, Kassubek, Jan, Danek, Adrian, Villringer, Arno, Diehl-Schmid, Janine, Otto, Markus, Schroeter, Matthias L.
Publicado 2023

Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes

por Lampe, Leonie, Niehaus, Sebastian, Huppertz, Hans-Jürgen, Merola, Alberto, Reinelt, Janis, Mueller, Karsten, Anderl-Straub, Sarah, Fassbender, Klaus, Fliessbach, Klaus, Jahn, Holger, Kornhuber, Johannes, Lauer, Martin, Prudlo, Johannes, Schneider, Anja, Synofzik, Matthis, Danek, Adrian, Diehl-Schmid, Janine, Otto, Markus, Villringer, Arno, Egger, Karl, Hattingen, Elke, Hilker-Roggendorf, Rüdiger, Schnitzler, Alfons, Südmeyer, Martin, Oertel, Wolfgang, Kassubek, Jan, Höglinger, Günter, Schroeter, Matthias L.
Publicado 2022