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Integrating Complex Biomedical Datasets into Differential Equation Models 

Merkt, Simon (2025-07-09)
This thesis focuses on developing mathematical models utilizing complex biomedical datasets to understand epidemiological and cell-biological processes. The thesis is divided into three primary research articles and addresses ...
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Next-generation discovery: empowering organoid research with machine learning, artificial intelligence, and mathematical modeling 

Pushpa Ramesan, Sneha; Boovadira Poonacha, Jasmitha; Pathirana, Dilan; Merkt, Simon; Maass, Christian; Hasenauer, Jan; Reckzeh, Elena S. (2026-03-13)
Organoids have rapidly matured into powerful model systems. The field is pushing organoids toward architectural sophistication and functional fidelity, with longitudinal experiments producing ever-larger and more complex ...

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Author
Merkt, Simon (2)
Boovadira Poonacha, Jasmitha (1)Hasenauer, Jan (1)Maass, Christian (1)Pathirana, Dilan (1)Pushpa Ramesan, Sneha (1)Reckzeh, Elena S. (1)Subjectartificial intelligence (1)Bayesian inference (1)Bayessche Inferenz (1)Cellular signaling (1)COVID-19 (1)Einzelzell-RNA-Sequenzierung (1)Epidemiological modeling (1)Epidemiologisches Modellieren (1)machine learning (1)Mathematical biology (1)... View MoreClassification (DDC)
500 Naturwissenschaften (2)
510 Mathematik (2)
570 Biowissenschaften, Biologie (2)610 Medizin, Gesundheit (2)004 Informatik (1)... View MoreResource TypeWissenschaftlicher Artikel (1)Dissertation oder Habilitation (1)... View MoreDate Issued2025 (1)2026 (1)

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