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Common heuristic ways are considered, including weighted early warning scoring units, and the possibility of utilizing intelligent algorithms is analyzed. Final results: Consequently, this text proposes possible directions for combining affected person facts in hospital wards to improve efficiency, enable the optimization of means, and lower patien