Computational Intelligence based Lossless Regeneration (CILR) of Blocked Gingivitis Intraoral Image Transportation

Abstract

<p>This paper presented that an intraoral image has been wrapped during wireless transportation with an encryption tool with an added essence of lossless regeneration property. Threshold based cryptographic transportation has provided the construction of reliable and robust medical data communication system. The accumulation of threshold shares only would result to the formation of the intraoral gingivitis image at the receivers’ end. The proposed technique dealt with the generation of n number of partial shares by creating a unique frame structure by the dentist / physician. Additional feature has been proposed on the computational lossless transportation.The existing techniques cause a high computational complexity. The proposed technique ensured the lossless regeneration property while blocked gingivitis image sharing. Filling of bits have been incorporated to ensure the static sized homogeneous blocks of intraoral gingivitis image. A graphical masking method had been deployed, followed by successive decryption procedure on minimum threshold shares that ensure lossless data regeneration. This can guide the dental treatment with enhanced accuracy. Different types of statistical testing like entropy analysis and histogram analysis confirms the exhibition of authenticity, confidentiality, and integrity of our proposed technique.</p>

Newer post-COVID perspective: Teledental encryption by de-multiplexed perceptrons

“…Thus, in true sense, there will be no exchange of the secret key between the patient and dentist. Followed by the demultiplexing technique on the intraoral data, then a header generation has been proposed on all the partial shares [ 5 ]. The following algorithm will explain its technique in brief.…”

“…Another novel part which has been proposed in this paper is to design a header structure for individual shares [ 5 ]. It consists of two attributes: quadrant number (QNo) and the total length of the partial share, which is dynamic in size.…”

“…In Telecare E-Health systems, patient can take active participation from their home regarding their health issues. Similarly, dental issues can be addressed by such Telecare systems [ 5 ]. Despite of rapid developments in this sector, there are loopholes in those systems in the light of data security.…”

“…Such encryption and decryption procedures are controlled by the concerned Teledental system. In medical sciences, data transmission using artificial neural architectures is an emerging area of research [ 5 ].…”

Cryptographic Engineering on COVID-19 Telemedicine: An Intelligent Transmission Through Recurrent Relation Based Session Key

“…Using the proposed cryptographic technique on COVID-19 telemedicine, the transmission of the medical data, clinical reports, and prescriptions is possible to the physicians through online mode. The cryptographic time needed is another crucial index towards the effectiveness of the proposed technique [38]. It includes both the encryption time and decryption time.…”