Publications by authors named "Karsten Wendt"

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Image-based explainable artificial intelligence accurately identifies myelodysplastic neoplasms beyond conventional signs of dysplasia.
Jan-Niklas Eckardt, Ishan Srivastava, Freya Schulze, Susann Winter, Tim Schmittmann, Karsten Wendt

NPJ Precis Oncol· December 2025

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Machine learning integration of MRI and gait reveals mobility phenotypes in multiple sclerosis.
Hernan Inojosa, Wanqi Zhao, Judith Wenk, Dirk Schriefer, Stefanie Fischer, Karsten Wendt

Brain Commun· October 2025

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Synthetic bone marrow images augment real samples in developing acute myeloid leukemia microscopy classification models.
Jan-Niklas Eckardt, Ishan Srivastava, Zizhe Wang, Susann Winter, Tim Schmittmann, Karsten Wendt

NPJ Digit Med· March 2025

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Unsupervised meta-clustering identifies risk clusters in acute myeloid leukemia based on clinical and genetic profiles.
Jan-Niklas Eckardt, Christoph Röllig, Klaus Metzeler, Peter Heisig, Sebastian Stasik, Karsten Wendt

Commun Med (Lond)· May 2023

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Prediction of complete remission and survival in acute myeloid leukemia using supervised machine learning.
Jan-Niklas Eckardt, Christoph Röllig, Klaus Metzeler, Michael Kramer, Sebastian Stasik, Karsten Wendt

Haematologica· March 2023

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Semi-supervised learning in cancer diagnostics.
Jan-Niklas Eckardt, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

Front Oncol· July 2022

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Transparent Quality Optimization for Machine Learning-Based Regression in Neurology.
Karsten Wendt, Katrin Trentzsch, Rocco Haase, Marie Luise Weidemann, Robin Weidemann

J Pers Med· May 2022

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Deep learning identifies Acute Promyelocytic Leukemia in bone marrow smears.
Jan-Niklas Eckardt, Tim Schmittmann, Sebastian Riechert, Michael Kramer, Anas Shekh Sulaiman, Karsten Wendt

BMC Cancer· February 2022

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Deep learning detects acute myeloid leukemia and predicts NPM1 mutation status from bone marrow smears.
Jan-Niklas Eckardt, Jan Moritz Middeke, Sebastian Riechert, Tim Schmittmann, Anas Shekh Sulaiman, Karsten Wendt

Leukemia· January 2022

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Reinforcement Learning for Precision Oncology.
Jan-Niklas Eckardt, Karsten Wendt, Martin Bornhäuser, Jan Moritz Middeke

Cancers (Basel)· September 2021

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Application of machine learning in the management of acute myeloid leukemia: current practice and future prospects.
Jan-Niklas Eckardt, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

Blood Adv· December 2020

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A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems.
Daniel Brüderle, Mihai A Petrovici, Bernhard Vogginger, Matthias Ehrlich, Thomas Pfeil, Karsten Wendt

Biol Cybern· May 2011

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