Patient flow forecasting is a fundamental tool in healthcare and pharmaceutical industries, enabling stakeholders to predict and plan for the treatment requirements of patients accurately.

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Flow chemistry has many advantages over batch synthesis of organic small molecules in terms of environmental compatibility, safety and synthetic efficiency when scale-up is considered.

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