Hybrid Information Systems

Synchronizing neural networks, machine learning for medical diagnosis, and patient representation: looping advanced optimization strategies assisting experts for complex mechanisms behind health and disease detection

Bhupinder Singh

ORCID:https://orcid.org/0009-0006-4779-2553

Pushan Kumar Dutta

ORCID:https://orcid.org/0000-0002-4765-3864

Christian Kaunert

ORCID:https://orcid.org/0000-0002-4493-2235

Abstract

The integration of machine learning techniques, particularly neural networks, into the field of medical diagnosis has shown great promise in recent years. The twenty-first century has witnessed an explosion of healthcare data generated through various sources, ranging from electronic health records and medical imaging to wearable ...