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Computer Algorithms in the Search for Unrelated Stem Cell Donors

机译:搜索无关干细胞供体的计算机算法

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摘要

Hematopoietic stem cell transplantation (HSCT) is a medical procedure in the field of hematology and oncology, most often performed for patients with certain cancers of the blood or bone marrow. A lot of patients have no suitable HLA-matched donor within their family, so physicians must activate a “donor search process” by interacting with national and international donor registries who will search their databases for adult unrelated donors or cord blood units (CBU). Information and communication technologies play a key role in the donor search process in donor registries both nationally and internationaly. One of the major challenges for donor registry computer systems is the development of a reliable search algorithm. This work discusses the top-down design of such algorithms and current practice. Based on our experience with systems used by several stem cell donor registries, we highlight typical pitfalls in the implementation of an algorithm and underlying data structure.
机译:造血干细胞移植(HSCT)是血液学和肿瘤学领域的医学程序,通常是针对患有某些血液或骨髓癌的患者进行的。许多患者的家庭中没有合适的HLA匹配供体,因此医师必须通过与国家和国际供体注册机构进行互动来激活“供体搜索过程”,后者将在其数据库中搜索成人无关供体或脐血单位(CBU)。信息和通信技术在国家和国际范围内的捐助者登记处的捐助者搜索过程中都起着关键作用。供体注册表计算机系统的主要挑战之一是开发可靠的搜索算法。这项工作讨论了这种算法的自上而下的设计和当前的实践。根据我们在多个干细胞捐献者登记处使用的系统的经验,我们重点介绍了算法和基础数据结构的实施中的典型陷阱。

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