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TRV-2026-1159Certified recordPeer-reviewed

Neural network analysis of the transmission dynamics of leptospirosis infection subject to vaccination and treatment interventions

The rapid spread of infectious diseases can lead to substantial casualties worldwide, with the greatest impact on economically disadvantaged and resource-deficient nations. The widespread transmission of infection disrupts social life and economic activities, amplifying their impact beyond the public health system. In this paper, we analyze the dynamics of leptospirosis disease considering treatment for humans and vaccination for the animal population along with environmental bacteria control. We analyzed the qu…

Health · P Space — documented harm · certified 2026-09-21 · v1 · article view · machine-readable

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A two-layer DNN is trained using the Levenberg-Marquardt algorithm with a 70%-15%-15% data split.

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Truvace Impact Record TRV-2026-1159, v1: “Neural network analysis of the transmission dynamics of leptospirosis infection subject to vaccination and treatment interventions.” Truvace, 2026-09-21. /record/TRV-2026-1159 (accessed at citation time). sha256 0cfca1e90c4fa37e…

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