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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Scheel J, Hoch M, Wolfien M, Gupta S
NaviCenta - The disease map for placental research. Placenta 143 (2023) 12-15, DOI Link |
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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 |
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2022 | |
Ahmadi N, Peng Y, Wolfien M, Zoch M, Sedlmayr M
Cancer Prediction on OMOP CDM – a Rapid Review GMDS 2022 (2022), DOI Link |
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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 |
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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 |
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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 |
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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 |
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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 |