Time Series measurements of White Blood Cells (WBC) and plasma Cancer Antigen 15-3 (CA 15-3) in a patient with metastatic breast cancer, serving as a reference for assessing the clinical relevance of different clustering algorithms.

Time Series measurements of White Blood Cells (WBC) and plasma Cancer Antigen 15-3 (CA 15-3) in a patient with metastatic breast cancer, serving as a reference for assessing the clinical relevance of different clustering algorithms.

Clustering is highly valuable for analyzing cancer marker time series data. In a recent study, the significance of the K-means clustering algorithm was examined for the first time in evaluating time-series measurements of plasma Cancer Antigen 15-3 (CA 15-3) in a male patient with metastatic breast...

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Bibliographic Details
Main Author: Alexandros CLOUVAS
Format: Article
Language:English
Published: Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca 2024-12-01
Series:Applied Medical Informatics
Subjects:
Cluster analysis
K-means clustering
Time-series
Male breast cancer
Cancer Antigen CA 15-3 (CA 15-3)
Neutrophils.
Online Access:https://ami.info.umfcluj.ro/index.php/AMI/article/view/1070
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