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Journal Articles

Deep learning predicts IDH1 mutation status in Acute Myeloid Leukemia from bone marrow smear images

Jan-Niklas Eckardt, Ishan Srivastava, Chethan Babu, Sebastian Riechert, Tim Schmittmann, Susann Winter, Martin Schneider, Markus Badstübner, Ann-Kathrin Eisfeld, Haley Roberts, Christoph Röllig, Martin Bornhäuser, Jan Moritz Middeke, Andrew Srisuwananukorn

Blood (2025) 146 (Supplement 1): 2558.

https://doi.org/10.1182/blood-2025-2558

Published: 2025

Journal Articles

Synthetic Bone Marrow Smears Are a Privacy-Preserving Substitute for Developing Accurate Leukemia Classification Models in Hematological Microscopy

Jan-Niklas Eckardt, Ishan Srivastava, Zizhe Wang, Susann Winter, Tim Schmittmann, Sebastian Riechert, Miriam Eva Helena Gediga, Anas Shekh Sulaiman, Martin M. K. Schneider, Freya Schulze, Christian Thiede, Katja Sockel, Frank P. Kroschinsky, Christoph Röllig, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

Blood (2024) 144 (Supplement 1): 1057.

https://doi.org/10.1182/blood-2024-198486

Published: 2024

Journal Articles

Deep Learning Predicts Response to Venetoclax and Azacitidine in Patients with Newly Diagnosed Acute Myeloid Leukemia Solely Based on Bone Marrow Smear Image Data

Jan-Niklas Eckardt, Ishan Srivastava, Yeqiao Xu, Kellen B Gil, Andrea A. Osypuk, Zenggang Pan, Martin M. K. Schneider, Freya Schulze, Karsten Wendt, Susann Winter, Martin Bornhäuser, Daniel A. Pollyea, Jan Moritz Middeke

Blood (2024) 144 (Supplement 1): 2917.

https://doi.org/10.1182/blood-2024-206776

Published: 2024