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Markus Wolfien

Technische Universitat Dresden

20H-index
145Paper Count
1.5KCitation Count
Published Papers 50
Publication Date
Spatial and Functional Immune Profiling Identifies Impaired Vascular Repair in Human Myocardial Infarction
err2026-04-04
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errAmankeldi A. Salybekov; Saida Shaikalamova; Aiman Kinzhebay; Markus Wolfien; Takayuki Asahara
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PROs as a compass in cross-sector oncology-closing the loop from primary care to Molecular Tumor Boards and back
err2026-01-01
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errGrassel, Linda; Strantz, Cosima; Prochaska, Eveline; Debertshaeuser, Thomas; Rogge, Alize; Baecker, Sara; Prasser, Fabian; Unberath, Phillipp; Wehrle, Julius; Schaat, Samer; Susky, Marcel; Richter, Daniela; Weidner, Jens; Jaeger, Sabine; Illert, Anna L.; Luehrig, Uwe; Boerries, Melanie; Wolfien, Markus
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Generating reliable synthetic clinical trial Data: The role of hyperparameter optimization and domain constraints
err2025-12-01
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errHahn, Waldemar; Eckardt, Jan-Niklas; Rollig, Christoph; Sedlmayr, Martin; Middeke, Jan Moritz; Wolfien, Markus
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Phase-specific kidney graft failure prediction with machine learning model
err2025-10-02
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errAmankeldi A. Salybekov; Markus Wolfien; Ainur Yerkos; Zholdas Buribayev; Sumi Hidaka; Shuzo Kobayashi
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User-centered design approach to visualize PROMs for molecular tumor boards
err2025-08-05
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errSara Bäcker; Brita Sedlmayr; Miriam Goldammer; Katharina Schuler; Maria Zerlik; Cosima Strantz; Philipp Unberath; Linda Gräßel; Martin Sedlmayr; Markus Wolfien
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[68Ga]Ga-NODAGA-RGD post MI reflects activated fibroblasts rather than angiogenesis
err2025-07-29
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errMatti Raitza; Markus Wolfien; Heiko Lemcke; Ralf Gäbel; Praveen Vasudevan; Moritz Schweins; Tobias Lindner; Markus Joksch; Anna Schildt; Jens Kurth; Änne Glass; Alper Öner; Hüseyin Ince; Felix G. Meinel; Bernd Joachim Krause; Brigitte Vollmar; Robert David; Cajetan Immanuel Lang
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TCGADownloadHelper: simplifying TCGA data extraction and preprocessing
err2025-05-02
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errBaumann, Alexandra Anke; Wolkenhauer, Olaf; Wolfien, Markus
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Ethics and Algorithms to Navigate AI's Emerging Role in Organ Transplantation
err2025-04-17
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errSalybekov, Amankeldi A.; Yerkos, Ainur; Sedlmayr, Martin; Wolfien, Markus
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Identification of key factors for malnutrition diagnosis in chronic gastrointestinal diseases using machine learning underscores the importance of GLIM criteria as well as additional parameters
err2024-12-12
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errRischmueller, Karen; Caton, Vanessa; Wolfien, Markus; Ehlers, Luise; van Welzen, Matti; Brauer, David; Sautter, Lea F.; Meyer, Fatuma; Valentini, Luzia; Wiese, Mats L.; Aghdassi, Ali A.; Jaster, Robert; Wolkenhauer, Olaf; Lamprecht, Georg; Bej, Saptarshi
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Supervised Machine Learning Predicts Transformation Risk and Key Features throughout the Patient Journey in Myelodysplastic Neoplasms
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IF23.1
err2024-11-05
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PREAI
errSchulze, Freya; Hahn, Waldemar; Sockel, Katja; Winter, Susann; Wolfien, Markus; Bornhaeuser, Martin; Middeke, Jan Moritz; Eckardt, Jan-Niklas
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How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned
err2024-08-14
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errAhmadi, Najia; Zoch, Michele; Guengoeze, Oya; Facchinello, Carlo; Mondorf, Antonia; Stratmann, Katharina; Musleh, Khader; Erasmus, Hans-Peter; Tchertov, Jana; Gebler, Richard; Schaaf, Jannik; Frischen, Lena S.; Nasirian, Azadeh; Dai, Jiabin; Henke, Elisa; Tremblay, Douglas; Srisuwananukorn, Andrew; Bornhaeuser, Martin; Roellig, Christoph; Eckardt, Jan-Niklas; Middeke, Jan Moritz; Wolfien, Markus; Sedlmayr, Martin
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Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care
err2024-06-05
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errHoffmann, Katja; Nesterow, Igor; Peng, Yuan; Henke, Elisa; Barnett, Daniela; Klengel, Cigdem; Gruhl, Mirko; Bartos, Martin; Nuessler, Frank; Gebler, Richard; Grummt, Sophia; Seim, Anne; Bathelt, Franziska; Reinecke, Ines; Wolfien, Markus; Weidner, Jens; Sedlmayr, Martin
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Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence
err2024-03-20
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errEckardt, Jan-Niklas; Hahn, Waldemar; Roellig, Christoph; Stasik, Sebastian; Platzbecker, Uwe; Mueller-Tidow, Carsten; Serve, Hubert; Baldus, Claudia D.; Schliemann, Christoph; Schaefer-Eckart, Kerstin; Hanoun, Maher; Kaufmann, Martin; Burchert, Andreas; Thiede, Christian; Schetelig, Johannes; Sedlmayr, Martin; Bornhaeuser, Martin; Wolfien, Markus; Middeke, Jan Moritz
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Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes
err2024-03-07
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errSalybekov, Amankeldi A.; Wolfien, Markus; Hahn, Waldemar; Hidaka, Sumi; Kobayashi, Shuzo
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ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
err2024-03-01
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errSchultz, Kristian; Bej, Saptarshi; Hahn, Waldemar; Wolfien, Markus; Srivastava, Prashant; Wolkenhauer, Olaf
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NaviCenta - The disease map for placental research
err2023-11-01
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errScheel, Julia; Hoch, Matti; Wolfien, Markus; Gupta, Shailendra
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CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation
err2023-08-10
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errVasudevan, Praveen; Wolfien, Markus; Lemcke, Heiko; Lang, Cajetan Immanuel; Skorska, Anna; Gaebel, Ralf; Galow, Anne-Marie; Koczan, Dirk; Lindner, Tobias; Bergmann, Wendy; Mueller-Hilke, Brigitte; Vollmar, Brigitte; Krause, Bernd Joachim; Wolkenhauer, Olaf; Steinhoff, Gustav; David, Robert
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Methods Used in the Development of Common Data Models for Health Data: Scoping Review
err2023-08-03
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errAhmadi, Najia; Zoch, Michele; Kelbert, Patricia; Noll, Richard; Schaaf, Jannik; Wolfien, Markus; Sedlmayr, Martin
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