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Updated: May 23, 2025

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使用新型内核k-means机器学习算法进行治疗旅程集群:对双相I型精神障碍患者的保险索赔进行回顾性分析

Matthew Littman1, Huy-Binh Nguyen2, Joanna Campbell2

  • 1AbbVie, North Chicago, IL, USA. matthew.littman@abbvie.com.

Brain informatics
|May 22, 2025
PubMed
概括

一个新的算法,使用Kernel K-means for Event Sequences (DOCKKES) 的Divisive Optimized Clustering,有效地集群复杂的患者治疗过程. 这种方法揭示了双相I型精神障碍治疗的独特模式,有助于现实世界结果分析.

关键词:
双极性一号障碍是一种双极性一号障碍.聚类算法 聚类算法 聚类算法机器学习是机器学习.现实世界的证据.序列聚类是一种序列聚类.治疗之旅 治疗之旅治疗模式 治疗模式

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