Breast Cancer Identification from Patients’ Tweet Streaming Using Machine Learning Solution on Spark

Twitter integrates with streaming data technologies and machine learning to add new value to healthcare. This paper presented a real-time system to predict breast cancer based on streaming patient’s health data from Twitter. The proposed system consists of two major components: developing an offline...

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Veröffentlicht in:	Complexity (New York, N.Y.) N.Y.), 2021, Vol.2021 (1)
Hauptverfasser:	Omran, Nahla F., Abd-el Ghany, Sara F., Saleh, Hager, Nabil, Ayman
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Big Data Breast cancer Classifiers Correlation Datasets Decision making Decision trees Diagnostic systems Disease Feature selection Internet of Things Machine learning Model accuracy Mutation Patients Real time Social networks Support vector machines Tumors Womens health
Online-Zugang:	Volltext
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