A Novel Approach to Organize Blood Donation Camp and Blood Unit Wastage Management

P. Ghosh, Takaaki Goto, Leena Jana Ghosh, Giridhar Maji, Soumya Sen
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Abstract

In the countries or areas where the supply-demand ratio of blood is not maintained, the medication process is being deteriorated, and this may be as fatal as death of the patients. It is being observed in different areas in different seasons or may be at the time of festival scarcity of blood may happen. On the other hand, if the blood donation camp is organized frequently, there may be a surplus of blood as it has expiry dates. Along with these issues, due to the transportation or mismanagement, blood units are wasted. These problems are addressed in this research work, and methodologies are proposed to determine the most suitable blood bank with respect to the blood donation camp. Further, a demand forecasting algorithm is used both for predicting the blood unit demand of every blood bank and for transferring excess blood units to the blood bank where it is needed the most, and also, for the efficient transportation of the blood units, taxicab geometry-based paths are employed.
组织献血营和血液单位损耗管理的新方法
在一些国家或地区,血液的供需比得不到维持,药物治疗过程就会恶化,这可能会导致病人死亡。据观察,不同地区在不同季节或节日期间可能会出现血液短缺的情况。另一方面,如果经常组织献血营,由于血液有有效期,可能会出现血液过剩的情况。除了这些问题,由于运输或管理不善,还会造成血液单位的浪费。本研究工作针对这些问题,提出了确定献血营最合适血库的方法。此外,还使用了需求预测算法来预测每个血库的血液单位需求,并将多余的血液单位转移到最需要的血库。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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