A Data-Driven Framework for Vaccine Demand Forecasting and Inventory Simulation in a Hospital Travel Clinic

Forecasting vaccine demand and determining inventory policies are critical challenges in healthcare supply chains, where uncertainty poses significant operational risks. This study proposes a two-step data-driven framework to support vaccine planning under uncertainty. The first step leverages machi...

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Autors principals:	Sanyapong Petchrompo, Bhapisut Wangprasertkul, Atipong Sungsee, Watcharapong Piyaphanee, Punyisa Asawapaithulsert, Wasin Padungwech, Chattarin Wangwittaya, Pisit Jarumaneeroj
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2026-01-01
Col·lecció:	IEEE Access
Matèries:	Boosting algorithms demand forecasting healthcare supply chain inventory optimization Monte Carlo simulation
Accés en línia:	https://ieeexplore.ieee.org/document/11488863/
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