authors

• Shahnawaz, Mohammad
• Kumawat, Nikhil
• Singh, Tinku
• Manish Kumar, MD

publication date

• March 1, 2026

published in

• Health information science and systems  Journal

Keywords

• Arrhythmia
• ECG
• Kafka
• SMOTE
• Spark MLlib

Digital Object Identifier (DOI)

• https://doi.org/10.1007/s13755-026-00440-3

PubMed ID

• 41778141

start page

end page

volume

• 14

issue

• 1