Pivotal “New Normal” Telemedicine: secured psychiatric homeopathy medicine transmission in Post-COVID

J. Inst. Eng. India Ser. B

Chowdhury

2022

Self Cite

The volume of E-commerce transactions had accelerated on huge scale due to COVID-19. Telemedicine comes under the segment of E-commerce, where the patients can get their treatments from isolates. Patients’ information security is a basic challenge in this COVID-19 telemedicine segment. The majority of the non-obtrusive and non-emergency patients are encouraged and treated distantly from their secludes without the inclusion of COVID-19 transmission. Anxiety, depressive disorders, stress, dementia, mood disorder, OCD, aggression, etc. are the critical mental challenges that have abruptly occurred during this COVID period. The present work focused on “New Normal Mode” of COVID-19 telepsychiatry so that the patients’ mental illness can be treated remotely in a secure way. An episode of dual neural-genetic firefly (DNGF) has been proposed on COVID-19 "New Normal Mode" 2nd wave telepsychiatry. The pool of transmission keys was generated with the help of firefly algorithm, neural perceptron, and genetic operations. Besides these, the proposed DNGF keys are effective to be used for different online psychiatric transactions. The objectivity of this paper is to generate a robust pool of transmission keys in order to nullify different types of intruding. It has effectively cleared Avalanche test and Strict Avalanche test. The outcome of parameterized functional security test has been recorded with adequacy. These were: 0.327933, 0.350467, 0.332533, 0.317867, and 0.350267 on the generated pool of DNGF. The correlation coefficient between the key generation time and parameterized functional security has been found to be Distinctive mathematical arranged examinations were directed on the proposed key pool. It has shown better reasonability on the part of the COVID-19 2nd wave telepsychiatry, which is a component of E-commerce.

Section: Introductionmentioning

confidence: 99%

“…In the second wave, the mortality rate is higher than first wave of coronavirus [ 8 , 9 ]. Keeping the safety measurements, mental care treatment has stepped fast towards digital methods i.e.…”

Section: Introductionmentioning

confidence: 99%

Episode of Dual Neural Genetic Firefly (DNGF) Transmission Key Generation in New Normal Mode of COVID-19 Second Wave Telepsychiatry

Dey¹,

J. Inst. Eng. India Ser. B

Chowdhury

2022

Self Cite

“…It provides an open platform to give new and innovative ideas to treat the remote patients. To curtail the corona virus transmission, telecare systems are the best-suited options for the non-emergency and non-invasive remote patients [7][8][9][10]. The glucose level in the human blood fluctuates rapidly by the effect of foods consumed.…”

Section: Introductionmentioning

confidence: 99%

ICT-Guided Glycemic Information Sharing Through Artificial Neural Telecare Network

Dey¹,

Sarkar

2021

SN COMPUT. SCI.

Self Cite

The revolutionary and retrospective changes in the use of ICT have propelled the introduction of telecare health services in the crucial corona virus pandemic times. There have been revolutionary changes that happened with the advent of this novel corona virus. The proposed technique is based on secured glycemic information sharing between the server and users using artificial neural computational learning suite. Using symmetric Tree Parity Machines (TPMs) at the server and user ends, salp swarm-based session key has been generated for the proposed glycemic information modular encryption. The added taste of this paper is that without exchanging the entire session key, both TPMs will get full synchronized in terms of their weight vectors. With rise in the intake of highly rated Glycemic Indexed (GI) foods in today’s COVID-19 lockdown lifestyle, it contributes a lot in the formation of cavities inside the periodontium, and several other diseases likes of COPD, Type I and Type II DM. GI-based food pyramid depicts the merit of the food in the top to bottom spread up approach. High GI food items helps in more co-morbid diseases in patients. It is recommended to have foods from the lower radars of the food pyramid. The proposed encryption with salp swarm-generated key has been more resistant to Man-In-The-Middle attacks. Different mathematical tests were carried on this proposed technique. The outcomes of those tests have proved its efficacy, an acceptance of the proposed technique. The total cryptographic time observed on four GI modules was 0.956 ms, 0.468 ms, 0.643 ms, and 0.771 ms.

“…An online secured transmission technique is needed for transmitting various clinical information to various physicians for their expert opinion, which emerges as a positive impulse towards socio-economic development of the country. Growth of Internet technologies have emerged to be as the key factor in the telehealth community (WHO 1998 ; Dey 2021 ). TMIS is very much convenient in the disease diagnosis through expert opinion, further treatment procedures, and exchanging the medical information for the research purposes, etc.…”

Section: Introductionmentioning

confidence: 99%

“…However, the distance problem and the travelling cost may be minimized by the help of TMIS especially in this COVID era. Patients can avail appropriate medical diagnosis and treatments remotely from their homes or quarantines (Dey 2021 ; Chaudhry et al 2015 ). Empirical judgments are obtained from the experienced cardiologists, doctors, general physicians, cardiac surgeons, etc.…”

Section: Introductionmentioning

confidence: 99%

Metaheuristic secured transmission in Telecare Medical Information System (TMIS) in the face of post-COVID-19

Dey¹,

Sarkar

J Ambient Intell Human Comput

et al. 2021

Self Cite

The outbreak of novel corona virus had led the entire world to make severe changes. A secured healthcare data transmission has been proposed through Telecare Medical Information System (TMIS) based on metaheuristic salp swarm. Patients need proper medical remote treatments in this Post-COVID-19 time from their quarantines. Secured transmission of medical data is a significant challenge of digitally overwhelmed environment. The objective is to impart the patients’ data by encryption with confidentiality and integrity. Eavesdroppers can carry sniffing and spoofing in order to deluge the data. In this paper, a novel scheme on metaheuristic salp swarm based intelligence has been sculptured to encrypt electrocardiograms (ECG) for data privacy. Metaheuristic approach has been blended in cryptographic engineering to address the TMIS security issues. Session key has been derived from the weight vector of the fittest salp from the salp population. The exploration and exploitation control the movements of the salps. The proposed technique baffles the eavesdroppers by the key strength and other robustness factors. The results, thus obtained, were compared with some existing classical techniques with benchmark results. The proposed MSE and RMSE were 28,967.85, and 81.17 respectively. The time needed to decode 128 bits proposed session key was 8.66 × 10 52 years. The proposed cryptographic time was 8.8 s.