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Jan-Niklas Eckardt
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Journal Articles

Explainable End-to-End Supervised Learning Identifies Myelodysplastic Neoplasms in Bone Marrow Smears

Jan-Niklas Eckardt, Tim Schmittmann, Freya Schulze, Sebastian Riechert, Martin M. K. Schneider, Lukas Reichel, Miriam Eva Helena Gediga, Katja Sockel, Anas Shekh Sulaiman, Ekaterina Balaian, Christoph Röllig, Frank P. Kroschinsky, Anne Marie Asemissen, Uwe Platzbecker, Christian Pohlkamp, Torsten Haferlach, Karsten Wendt, Martin Bornhäuser, Jan Moritz Middeke
Journal: Blood
Blood (2023) 142 (Supplement 1): 2269.
https://doi.org/10.1182/blood-2023-185628
Published: 2023
Journal Articles

Mimicking Clinical Trials with Synthetic Acute Myeloid Leukemia Patients Using Generative Artificial Intelligence

Jan-Niklas Eckardt, Waldemar Hahn, Christoph Röllig, Sebastian Stasik, Uwe Platzbecker, Carsten Müller-Tidow, Hubert Serve, Claudia D Baldus, Christoph Schliemann, Kerstin Schäfer-Eckart, Maher Hanoun, Martin Kaufmann, Andreas Burchert, Christian Thiede, Johannes Schetelig, Martin Bornhäuser, Markus Wolfien, Jan Moritz Middeke
Journal: Blood
Blood (2023) 142 (Supplement 1): 2268.
https://doi.org/10.1182/blood-2023-179817
Published: 2023
Journal Articles

Secondary-Type Mutations Do Not Impact the Favorable Outcome of NPM1 -Mutated Acute Myeloid Leukemia Patients - Results from a Large Cohort of Intensively Treated Patients

Marius Bill, Jan-Niklas Eckardt, Christian Rausch, Klaus H Metzeler, Karsten Spiekermann, Sebastian Stasik, Tim Sauer, Sebastian Scholl, Andreas Hochhaus, Martina Crysandt, Tim H. Brümmendorf, Utz Krug, Bernhard Wörmann, Wolfgang Hiddemann, Dennis Görlich, Maria Cristina Sauerland, Björn Steffen, Hermann Einsele, Andreas Neubauer, Andreas Burchert, Kerstin Schaefer-Eckart, Wolfgang E. Berdel, Christoph Schliemann, Stefan W. Krause, Mathias Hanel, Maher Hanoun, Martin Kaufmann, Lars Fransecky, Jan Braess, Leo Ruhnke, Johannes Schetelig, Jan Moritz Middeke, Hubert Serve, Claudia D Baldus, Uwe Platzbecker, Carsten Müller-Tidow, Martin Bornhäuser, Tobias Herold, Christian Thiede, Christoph Röllig
Journal: Blood
Blood (2023) 142 (Supplement 1): 721.
https://doi.org/10.1182/blood-2023-186160
Published: 2023
Journal Articles

Automated Preselection of Regions of Interest By Deep Learning Facilitates Rapid Whole Slide Image Analysis of Bone Marrow Smears

Martin M. K. Schneider, Freya Schulze, Tim Schmittmann, Sebastian Riechert, Miriam Eva Helena Gediga, Katja Sockel, Frank P. Kroschinsky, Karsten Wendt, Martin Bornhaeuser, Jan Moritz Middeke, Jan-Niklas Eckardt
Journal: Blood
Blood (2023) 142 (Supplement 1): 3662.
https://doi.org/10.1182/blood-2023-187501
Published: 2023
Journal Articles

Prediction of Complete Remission and Survival in Acute Myeloid Leukemia Using Supervised Machine Learning

Jan-Niklas Eckardt, Christoph Rollig, Michael Kramer, Sebastian Stasik, Julia-Annabell Georgi, Peter Heisig, Frank P. Kroschinsky, Johannes Schetelig, Uwe Platzbecker, Carsten Müller-Tidow, Tim Sauer, Hubert Serve, Claudia D. Baldus, Kerstin Schaefer-Eckart, Martin Kaufmann, Stefan W. Krause, Mathias Haenel, Christoph Schliemann, Maher Hanoun, Christian Thiede, Martin Bornhaeuser, Karsten Wendt, Jan Moritz Middeke
Journal: Blood
Blood (2021) 138 (Supplement 1): 108.
https://doi.org/10.1182/blood-2021-149582
Published: 2021