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The convergence of multi-omics and multi-parameter omics (many parameters measured within a single omics layer) technologies with artificial intelligence (AI) is widely regarded as a cornerstone of next-generation precision medicine.
AI-enabled omics and multi-omics technologies are advancing precision medicine, but their growing complexity requires robust regulatory frameworks to ensure reliability, safety, and clinical usability.
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We analyze how patents, R&D subsidies, and subsidized R&D collaborations influence firm survival in the German photovoltaics industry. We collected data on 154 firms, covering the whole …
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