Medical equipment effectiveness evaluation model based on cone-constrained DEA and attention-based bi-LSTM
Luying Huang,
Wenqian Lv,
Qingming Huang
et al.
Abstract:This study constructs a composite indicator system covering the core dimensions of medical equipment input and output. Based on this system, an innovative cone-constrained data envelopment analysis (DEA) model is designed. The model integrates the advantages of the analytic hierarchy process (AHP) with an improved criterion importance through intercriteria correlation (CRITIC) method to determine subjective and objective weights and employs game theory to obtain the final combined weights, which are further in… Show more
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