Jan-Niklas Eckardt

According to our database, Jan-Niklas Eckardt authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Assessing GPT and DeepL for terminology translation in the medical domain: A comparative study on the human phenotype ontology.

Richard Noll, Alexandra Berger, Dominik Kieu, Tobias Mueller, Ferdinand O. Bohmann, Angelina Mueller, Svea Holtz, Philipp Stoffers, Sebastian Hoehl, Oya Güngöze, Jan-Niklas Eckardt, Holger Storf, Jannik Schaaf

BMC Medical Informatics Decis. Mak., December, 2025

Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints.

Waldemar Hahn, Jan-Niklas Eckardt, Christoph Röllig, Martin Sedlmayr, Jan Moritz Middeke, Markus Wolfien

CoRR, May, 2025

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, Sebastian Riechert, Miriam Eva Helena Gediga, Anas Shekh Sulaiman, Martin M. K. Schneider, Freya Schulze, Christian Thiede, Katja Sockel, Frank Kroschinsky, Christoph Röllig, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

npj Digit. Medicine, 2025

2024

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 Sedlmayr, Martin Bornhäuser, Markus Wolfien, Jan Moritz Middeke

npj Digit. Medicine, 2024

Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration.

Najia Ahmadi, Katja Hoffmann, Jan-Niklas Eckardt, Martin Sedlmayr, Markus Wolfien

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions.

Jun Ma, Ronald Xie, Shamini Ayyadhury, Cheng Ge, Anubha Gupta, Ritu Gupta, Song Gu, Yao Zhang, Gihun Lee, Joonkee Kim, Wei Lou, Haofeng Li, Eric Upschulte, Timo Dickscheid, José Guilherme de Almeida, Yixin Wang, Lin Han, Xin Yang, Marco Labagnara, Sahand Jamal Rahi, Carly Kempster, Alice Pollitt, Leon Espinosa, Tâm Mignot, Jan Moritz Middeke, Jan-Niklas Eckardt, Wangkai Li, Zhaoyang Li, Xiaochen Cai, Bizhe Bai, Noah F. Greenwald, David Van Valen, Erin Weisbart, Beth A. Cimini, Zhuoshi Li, Chao Zuo, Oscar Brück, Gary D. Bader, Bo Wang

CoRR, 2023