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ClassifyIT : A Novel Classification Pipeline Using IPANN for Predicting Onset of Cardiovascular Diseases | Synapse
March 3, 2026
ClassifyIT : A Novel Classification Pipeline Using IPANN for Predicting Onset of Cardiovascular Diseases
PM
P. R. Mahalingam
JD
J. Dheeba
Key Points
Predicting onset of cardiovascular diseases was enhanced using a novel classification pipeline.
The classification pipeline demonstrated an accuracy of over 85% in predictions.
Using a machine learning framework, the method applies advanced algorithms to patient data.
This approach highlights the potential for early warnings in cardiovascular health monitoring.
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Mahalingam et al. (Mon,) studied this question.
synapsesocial.com/papers/69a76695badf0bb9e87dd940
https://doi.org/https://doi.org/10.1007/s42979-026-04739-6