2025
  Baumann AA, Buribayev Z, Wolkenhauer O, Salybekov AA, Wolfien M
Epigenomic Echoes-Decoding Genomic and Epigenetic Instability to Distinguish Lung Cancer Types and Predict Relapse.
Epigenomes 9 (2025), DOI Link
  Baumann A, Thiel J, Haffer N, Gupta S, Wolfien M
From Polar Bears to People: The Role of Ethnic Genetic Variation in Thermoregulation and Heat-Related Health Risk
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOINFORMATICS (2025) 655-660, DOI Link
2024
  Ahmadi N, Nguyen QV, Sedlmayr M, Wolfien M
A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data.
Scientific reports 14 (2024) 2287, DOI Link
  Ahmadi N, Zoch M, Guengoeze O, Facchinello C, Mondorf A, Stratmann K, Musleh K, Erasmus HP, Tchertov J, Gebler R, Schaaf J, Frischen LS, Nasirian A, Dai J, Henke E, Tremblay D, Srisuwananukorn A, Bornhäuser M, Röllig C, Eckardt JN, Middeke JM, Wolfien M, Sedlmayr M
How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned.
Orphanet journal of rare diseases 19 (2024) 298, DOI Link
  Hahn W, Ahmadi N, Hoffmann K, Eckardt JN, Sedlmayr M, Wolfien M
Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration.
Studies in health technology and informatics 316 (2024) 1472-1476, DOI Link
  Ostermann M, Nesterow I, Wolfien M
A Hybrid-Approach for Privacy Preserving Record Linkage - A Case Study from Germany.
Studies in health technology and informatics 316 (2024) 43-47, DOI Link
  Bahrami B, Wolfien M, Nikpour P
Integrated analysis of transcriptome and epigenome reveals ENSR00000272060 as a potential biomarker in gastric cancer.
Epigenomics 16 (2024) 159-173, DOI Link
  Schultz K, Bej S, Hahn W, Wolfien M, Srivastava P, Wolkenhauer O
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
Pattern Recognition (2024), DOI Link
2023
  Ahmadi N, Zoch M, Sedlmayr B, Schuler K, Hahn W, Sedlmayr M, Wolfien M
Context-Sensitive Common Data Models for Genetic Rare Diseases - A Concept.
Studies in health technology and informatics 305 (2023) 139-140, DOI Link
  Ahmadi N, Zoch M, Kelbert P, Noll R, Schaaf J, Wolfien M, Sedlmayr M
Methods Used in the Development of Common Data Models for Health Data: Scoping Review.
JMIR medical informatics 11 (2023) e45116, DOI Link
  Wolfien M, Ahmadi N, Fitzer K, Grummt S, Heine KL, Jung IC, Krefting D, Kühn A, Peng Y, Reinecke I, Scheel J, Schmidt T, Schmücker P, Schüttler C, Waltemath D, Zoch M, Sedlmayr M
Ten Topics to Get Started in Medical Informatics Research.
Journal of medical Internet research 25 (2023) e45948, DOI Link
  Bühler D, Power Guerra N, Müller L, Wolkenhauer O, Düffer M, Vollmar B, Kuhla A, Wolfien M
Leptin deficiency-caused behavioral change - A comparative analysis using EthoVision and DeepLabCut.
Frontiers in neuroscience 17 (2023) 1052079, DOI Link
  Khalafiyan A, Emadi-Baygi M, Wolfien M, Salehzadeh-Yazdi A, Nikpour P
Construction of a three-component regulatory network of transcribed ultraconserved regions for the identification of prognostic biomarkers in gastric cancer.
Journal of cellular biochemistry 124 (2023) 396-408, DOI Link
  Lang CI, Dahmen A, Vasudevan P, Lemcke H, Gäbel R, Öner A, Ince H, David R, Wolfien M
Cardiac cell therapies for the treatment of acute myocardial infarction in mice: systematic review and meta-analysis.
Cytotherapy (2023), DOI Link
  Scheel J, Hoch M, Wolfien M, Gupta S
NaviCenta - The disease map for placental research.
Placenta 143 (2023) 12-15, DOI Link
  Vasudevan P, Wolfien M, Lemcke H, Lang CI, Skorska A, Gaebel R, Galow AM, Koczan D, Lindner T, Bergmann W, Mueller-Hilke B, Vollmar B, Krause BJ, Wolkenhauer O, Steinhoff G, David R
CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation.
Genome medicine 15 (2023) 61, DOI Link
2022
  Ahmadi N, Peng Y, Wolfien M, Zoch M, Sedlmayr M
Cancer Prediction on OMOP CDM – a Rapid Review
GMDS 2022 (2022), DOI Link
  Ahmadi N, Peng Y, Wolfien M, Zoch M, Sedlmayr M
OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review.
International journal of molecular sciences 23 (2022), DOI Link
  Hahn W, Schütte K, Schultz K, Wolkenhauer O, Sedlmayr M, Schuler U, Eichler M, Bej S, Wolfien M
Contribution of Synthetic Data Generation towards an Improved Patient Stratification in Palliative Care.
Journal of personalized medicine 12 (2022), DOI Link
  Ahmad B, Skorska A, Wolfien M, Sadraddin H, Lemcke H, Vasudevan P, Wolkenhauer O, Steinhoff G, David R, Gaebel R
The Effects of Hypoxic Preconditioned Murine Mesenchymal Stem Cells on Post-Infarct Arrhythmias in the Mouse Model.
International journal of molecular sciences 23 (2022), DOI Link
  Hoch M, Ehlers L, Bannert K, Stanke C, Brauer D, Caton V, Lamprecht G, Wolkenhauer O, Jaster R, Wolfien M
In silico investigation of molecular networks linking gastrointestinal diseases, malnutrition, and sarcopenia.
Frontiers in nutrition 9 (2022) 989453, DOI Link
2021
  Peng Y, Nassirian A, Ahmadi N, Sedlmayr M, Bathelt F
Towards the Representation of Genomic Data in HL7 FHIR and OMOP CDM.
Studies in health technology and informatics 283 (2021) 86-94, DOI Link