The integration of the Internet of Medical Things (IoMT) in healthcare has surged, especially during the COVID-19 pandemic, to reduce hospital visits and alleviate system burdens. However, existing data communication methods fall short in ensuring robust security and accurate data classification. Addressing these challenges, researchers have introduced a novel approach named Cayley-Purser Cryptographic Secured Communication based Jackknife Correlative Data Classification (CPCSC-JCDC).
Advanced Encryption Ensures Data Safety
The CPCSC-JCDC method begins by collecting patient information through IoMT devices. Utilizing the Cayley-Purser cryptosystem, patient data undergoes encryption with the patient’s public key, safeguarding sensitive information during transmission. Doctors receive the encrypted data and decrypt it using their private keys, ensuring that only authorized personnel can access patient details.
Enhanced Classification Improves Patient Outcomes
Post-decryption, doctors employ a jackknife correlation function to analyze and classify the data into emergency or normal cases. This precise classification mechanism plays a crucial role in reducing patient readmission rates and boosting overall patient satisfaction by enabling timely and appropriate medical responses.
Key inferences from the study include:
- CPCSC-JCDC significantly elevates the security standards of IoMT data transmission.
- The method enhances data classification accuracy, ensuring reliable patient assessments.
- Time efficiency during data communication processes is markedly improved compared to previous methods.
Experimental evaluations conducted using the Novel Corona Virus 2019 dataset revealed that the CPCSC-JCDC outperforms existing techniques in terms of security level, classification accuracy, and time efficiency. These improvements highlight the method’s potential to provide more secure and reliable IoMT communications in healthcare settings.
Boosting the security and accuracy of medical data transmission is vital for modern healthcare systems, particularly in crisis situations like the COVID-19 pandemic. The CPCSC-JCDC method not only addresses current limitations but also sets a new standard for IoMT security protocols. Implementing such advanced techniques can lead to more resilient healthcare infrastructures, ultimately enhancing patient care and operational efficiency across medical facilities.
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