Education does not only entail children sitting in class to read books and study, but it also involves activities outside the classroom such as co-curricular activities, transport system, religious activities, and cleaning but unfortunately, they are not given as much thought as anticipated. In the school transport sector specifically, there has been a growing concern among parents on the safety of their children when they are on their way back home to school. Some parents are not able to take their children to and from school due to work demands and frequent traffic snarl-ups, therefore they choose to enroll their child into the school transportation system to cushion them of that burn.
Usefulness of Telemedicine during Covid 19 Pandemic Situation in India A Reviewijtsrd
INTRODUCTION The spread of the corona virus infection led in an unprecedented rise in demand for healthcare services, emphasising the deficiencies of todays health systems throughout the world. Because there is no known cure for the disease, countries that have been affected have had to increase the efficiency of their healthcare delivery systems. Telemedicine can assist non critical COVID 19 patients avoid hospital visits, saving time and money for both providers and individuals who have not been exposed to COVID 19. Broad adoption of telemedicine at this critical juncture in Indias healthcare system will provide a new public health delivery option capable of dealing with the COVID 19 outbreak and beyond. OBJECTIVE To document the usefulness of telemedicine during COVID 19 in India and document the challenges in availing and provisioning telemedicine services from provider and client perspective in Indian scenario. METHODOLOGY This review was conducted using PubMed Central and Google Scholar to search two databases. Inclusion criteria included studies clearly defining any use of telemedicine services during the COVID19 pandemic and its uses, written in English, published from 2019 to the present, and including studies conducted in India. RESULT According to studies reviewed, patients have expressed high satisfaction with telehealth services, despite hindrances and potential barriers such as limited Internet availability, devices, a lack of technology awareness, high implementation costs, and a legal framework that includes privacy and confidentiality policies. As a result of the outcomes of this study telemedicine has been determined to be a successful method of health care in these challenging times. There are certain concerns about its usage that need to be addressed. CONCLUSION The utilisation of telemedicine and telehealth services during the COVID19 pandemic appears to be of great benefit, since when compared to the hurdles, it may allow a huge population to be reached from home without putting the lives of health care personnel and patients at danger. Dr. Tamasmita Basu "Usefulness of Telemedicine during Covid-19 Pandemic Situation in India: A Review" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-7 | Issue-1 , February 2023, URL: https://www.ijtsrd.com/papers/ijtsrd52667.pdf Paper URL: https://www.ijtsrd.com/management/randd-management/52667/usefulness-of-telemedicine-during-covid19-pandemic-situation-in-india-a-review/dr-tamasmita-basu
Use of Digital Technologies in Public Health Responses to Tackle Covid-19: th...hiij
This paper aims to study the fight against COVID-19 in Bangladesh and digital intervention initiatives. To achieve the purpose of our research, we conducted a methodical review of online content. We have reviewed the first digital intervention that COVID-19 has been used to fight against worldwide. Then we reviewed the initiatives that have been taken in Bangladesh. Our paper has shown that while Bangladesh can take advantage of the digital intervention approach, it will require rigorous collaboration between government organizations and universities to get the most out of it. Public health can become increasingly digital in the future, and we are reviewing international alignment requirements. This exploration also focused on the strategies for controlling, evaluating, and using digital technology to strengthen epidemic management and future preparations for COVID-19.
USE OF DIGITAL TECHNOLOGIES IN PUBLIC HEALTH RESPONSES TO TACKLE COVID-19: TH...hiij
This paper aims to study the fight against COVID-19 in Bangladesh and digital intervention initiatives. To
achieve the purpose of our research, we conducted a methodical review of online content. We have
reviewed the first digital intervention that COVID-19 has been used to fight against worldwide. Then we
reviewed the initiatives that have been taken in Bangladesh. Our paper has shown that while Bangladesh
can take advantage of the digital intervention approach, it will require rigorous collaboration between
government organizations and universities to get the most out of it. Public health can become increasingly
digital in the future, and we are reviewing international alignment requirements. This exploration also
focused on the strategies for controlling, evaluating, and using digital technology to strengthen epidemic
management and future preparations for COVID-19.
Health Informatics - An International Journal (HIIJ)hiij
Health Informatics - An International Journal (HIIJ)
USE OF DIGITAL TECHNOLOGIES IN PUBLIC
HEALTH RESPONSES TO TACKLE COVID-19: THE
BANGLADESH PERSPECTIVE
https://aircconline.com/hiij/V11N1/11122hiij01.pdf
Vol.11, No.1, February 2022
DOI : 10.5121/hiij.2022.11101
COVID 19 has been a caution light worldwide. We must realise that this calamity or crisis happen and is inevitable. It has provoked previously inconceivable uses of technology in all walks of life. Among the socio economic disturbance caused by covid 19, technology will play a vital role in rebuilding the future. This technology transformation or reshaping will result in a contact less society. The current collaboration tools provide for substandard interactions. This review article is an attempt to check out the importance of technology post COVID 19 so that another pandemic would see mankind facing it with modern technologies. Aleena Sabrin | Ajmal Ali | Sarath Krishnan T | Dr. Noha Laj "Technology Post COVID19 - A Review" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6 , October 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33648.pdf Paper Url: https://www.ijtsrd.com/engineering/civil-engineering/33648/technology-post-covid19--a-review/aleena-sabrin
Digital technology and COVID-19
The past decade has allowed the development of a multitude of digital tools. Now they can be used to remediate the COVID-19 outbreak.
Daniel Shu Wei Ting, Lawrence Carin, Victor Dzau and Tien Y. Wong, publicado en Nature Medicine.
Usefulness of Telemedicine during Covid 19 Pandemic Situation in India A Reviewijtsrd
INTRODUCTION The spread of the corona virus infection led in an unprecedented rise in demand for healthcare services, emphasising the deficiencies of todays health systems throughout the world. Because there is no known cure for the disease, countries that have been affected have had to increase the efficiency of their healthcare delivery systems. Telemedicine can assist non critical COVID 19 patients avoid hospital visits, saving time and money for both providers and individuals who have not been exposed to COVID 19. Broad adoption of telemedicine at this critical juncture in Indias healthcare system will provide a new public health delivery option capable of dealing with the COVID 19 outbreak and beyond. OBJECTIVE To document the usefulness of telemedicine during COVID 19 in India and document the challenges in availing and provisioning telemedicine services from provider and client perspective in Indian scenario. METHODOLOGY This review was conducted using PubMed Central and Google Scholar to search two databases. Inclusion criteria included studies clearly defining any use of telemedicine services during the COVID19 pandemic and its uses, written in English, published from 2019 to the present, and including studies conducted in India. RESULT According to studies reviewed, patients have expressed high satisfaction with telehealth services, despite hindrances and potential barriers such as limited Internet availability, devices, a lack of technology awareness, high implementation costs, and a legal framework that includes privacy and confidentiality policies. As a result of the outcomes of this study telemedicine has been determined to be a successful method of health care in these challenging times. There are certain concerns about its usage that need to be addressed. CONCLUSION The utilisation of telemedicine and telehealth services during the COVID19 pandemic appears to be of great benefit, since when compared to the hurdles, it may allow a huge population to be reached from home without putting the lives of health care personnel and patients at danger. Dr. Tamasmita Basu "Usefulness of Telemedicine during Covid-19 Pandemic Situation in India: A Review" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-7 | Issue-1 , February 2023, URL: https://www.ijtsrd.com/papers/ijtsrd52667.pdf Paper URL: https://www.ijtsrd.com/management/randd-management/52667/usefulness-of-telemedicine-during-covid19-pandemic-situation-in-india-a-review/dr-tamasmita-basu
Use of Digital Technologies in Public Health Responses to Tackle Covid-19: th...hiij
This paper aims to study the fight against COVID-19 in Bangladesh and digital intervention initiatives. To achieve the purpose of our research, we conducted a methodical review of online content. We have reviewed the first digital intervention that COVID-19 has been used to fight against worldwide. Then we reviewed the initiatives that have been taken in Bangladesh. Our paper has shown that while Bangladesh can take advantage of the digital intervention approach, it will require rigorous collaboration between government organizations and universities to get the most out of it. Public health can become increasingly digital in the future, and we are reviewing international alignment requirements. This exploration also focused on the strategies for controlling, evaluating, and using digital technology to strengthen epidemic management and future preparations for COVID-19.
USE OF DIGITAL TECHNOLOGIES IN PUBLIC HEALTH RESPONSES TO TACKLE COVID-19: TH...hiij
This paper aims to study the fight against COVID-19 in Bangladesh and digital intervention initiatives. To
achieve the purpose of our research, we conducted a methodical review of online content. We have
reviewed the first digital intervention that COVID-19 has been used to fight against worldwide. Then we
reviewed the initiatives that have been taken in Bangladesh. Our paper has shown that while Bangladesh
can take advantage of the digital intervention approach, it will require rigorous collaboration between
government organizations and universities to get the most out of it. Public health can become increasingly
digital in the future, and we are reviewing international alignment requirements. This exploration also
focused on the strategies for controlling, evaluating, and using digital technology to strengthen epidemic
management and future preparations for COVID-19.
Health Informatics - An International Journal (HIIJ)hiij
Health Informatics - An International Journal (HIIJ)
USE OF DIGITAL TECHNOLOGIES IN PUBLIC
HEALTH RESPONSES TO TACKLE COVID-19: THE
BANGLADESH PERSPECTIVE
https://aircconline.com/hiij/V11N1/11122hiij01.pdf
Vol.11, No.1, February 2022
DOI : 10.5121/hiij.2022.11101
COVID 19 has been a caution light worldwide. We must realise that this calamity or crisis happen and is inevitable. It has provoked previously inconceivable uses of technology in all walks of life. Among the socio economic disturbance caused by covid 19, technology will play a vital role in rebuilding the future. This technology transformation or reshaping will result in a contact less society. The current collaboration tools provide for substandard interactions. This review article is an attempt to check out the importance of technology post COVID 19 so that another pandemic would see mankind facing it with modern technologies. Aleena Sabrin | Ajmal Ali | Sarath Krishnan T | Dr. Noha Laj "Technology Post COVID19 - A Review" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6 , October 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33648.pdf Paper Url: https://www.ijtsrd.com/engineering/civil-engineering/33648/technology-post-covid19--a-review/aleena-sabrin
Digital technology and COVID-19
The past decade has allowed the development of a multitude of digital tools. Now they can be used to remediate the COVID-19 outbreak.
Daniel Shu Wei Ting, Lawrence Carin, Victor Dzau and Tien Y. Wong, publicado en Nature Medicine.
Command and Control Center (CCC), Ministry of Health, Kingdom of Saudi ArabiaUN SPHS
Delivered by H.E. Dr. Hani Jokhdar, Deputy Minister for Public Health, Saudi Arabia, at the Global Forum 2020 Closing Panel: Enabling Leadership for Sustainability in the Health Sector: Moving Towards 2021.
Top contact tracing mobile apps for covid 19 in 2020FugenX
With the COVID-19 pandemic, technologists everywhere are rushing to create applications, services, and systems for contact tracing: identifying and notifying all those who are familiar with the carrier.
Application for Maintaining Social Distancing During a Widespread Global Pand...ijtsrd
During the global pandemic COVID 19, the only way to stop the community spread of the Corona Virus is Social Distancing. COVID 19 apps are mobile software applications that use digital tracking to aid contact tracing in response to the COVID 19 pandemic, i.e. the process of identifying persons contacts who may have been in contact with an infected individual. Our application is one such application which directs people in the most basic way to maintain Social Distancing. Provision of certain features makes it feasible and reliable. Use of Swift was applied to prepare the application for IOS platform. Jagjeet Gandhi "Application for Maintaining Social Distancing During a Widespread Global Pandemic" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31325.pdf Paper Url :https://www.ijtsrd.com/computer-science/realtime-computing/31325/application-for-maintaining-social-distancing-during-a-widespread-global-pandemic/jagjeet-gandhi
GLOBAL VACCINATION: HOW THE EVOLVING HEALTHCARE INFRASTRUCTURE IS SUPPORTING ...Anayasharma10
COVID-19 (coronavirus) vaccines have started becoming accessible in most countries and are probably a severe product in fighting the pandemic in 2021. Several vaccines are already in the development trails or phase three trials that have reported promising data in the initial phase, with some receiving authorization for use.
Susceptible exposed infectious recovered-machine learning for COVID-19 predi...IJECEIAES
Susceptible exposed infectious recovered (SEIR) is among the epidemiological models used in forecasting the spread of disease in large populations. SEIR is a fitting model for coronavirus disease (COVID-19) spread prediction. Somehow, in its original form, SEIR could not measure the impact of lockdowns. So, in the SEIR equations system utilized in this study, a variable was included to evaluate the impact of varying levels of social distance on the transmission of COVID-19. Additionally, we applied artificial intelligence utilizing the deep neural network machine learning (ML) technique. On the initial spread data for Saudi Arabia that were available up to June 25th, 2021, this improved SEIR model was used. The study shows possible infection to around 3.1 million persons without lockdown in Saudi Arabia at the peak of spread, which lasts for about 3 months beginning from the lockdown date (March 21st). On the other hand, the Kingdom's current partial lockdown policy was estimated to cut the estimated number of infections to 0.5 million over nine months. The data shows that stricter lockdowns may successfully flatten the COVID-19 graph curve in Saudi Arabia. We successfully predicted the COVID-19 epidemic's peaks and sizes using our modified deep neural network (DNN) and SEIR model.
Trends on Technological Transformation in World Hospitality and Service Sectorijtsrd
Tourism has been one of the hardest hit industries by COVID 19. Digital innovation Hubs are providing solutions to the challenges of the sector. Creating better customer experience, increasing revenue due to COVID 19 tourism industries took an action to plan digital strategies. Tourism industry still is in a fight for survival during Corona Pandemic. Here we will find out how this pandemic is forcing progress for hotels, restaurants, and travel providers to coexist COVID 19. Businesses must take strategic steps to change during pandemic by investing in technology and digital transformation. Tourism industry is shifting and using new service and operating new methods of technology to make life safer and easier for their customers. As Travel and hospitality has different consumer’s expectations we need to see how we can growth and increase the profit. Mr. Abhishek Roy | Mr. Subir Kumar Malakar | Mr. Abhimanyu Awasthi "Trends on Technological Transformation in World Hospitality & Service Sector" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-4 , June 2022, URL: https://www.ijtsrd.com/papers/ijtsrd50195.pdf Paper URL: https://www.ijtsrd.com/management/innovation-and-product-dev/50195/trends-on-technological-transformation-in-world-hospitality-and-service-sector/mr-abhishek-roy
Modified SEIR and machine learning prediction of the trend of the epidemic o...IJECEIAES
Susceptible exposed infectious recovered (SEIR) is a fitting model for coronavirus disease (COVID-19) spread prediction. Hence, to examine the effect of different levels of social distancing on the spreading of the disease, a variable was introduced in the SEIR equations system used in this work. We also used an artificial intelligence approach using a machine learning (ML) method known as deep neural network. This modified SEIR model was applied on the available initial spread data until June 25th, 2021 for the Hashemite Kingdom of Jordan. Without lockdown in Jordan, the analysis demonstrates potential infection to roughly 3.1 million people during the peak of spread approximately 3 months, starting from the date of lockdown (March 21st). Conversely, the present partial lockdowns strategy by the Kingdom was expected to reduce the predicted number of infections to 0.5 million in 9 months period. The analysis also demonstrates the ability of stricter lockdowns to effectively flatten the graph curve of COVID-19 in Jordan. Our modified SEIR and deep neural network (DNN) model were efficient in the prediction of COVID-19 epidemic sizes and peaks. The measures taken to control the epidemic by the government decreased the size of the COVID-19 epidemic.
A novel predictive model for capturing threats for facilitating effective soc...IJECEIAES
Social distancing is one of the simple and effective shields for every individual to control spreading of virus in present scenario of pandemic coronavirus disease (COVID-19). However, existing application of social distancing is a basic model and it is also characterized by various pitfalls in case of dynamic monitoring of infected individual accurately. Review of existing literature shows that there has been various dedicated research attempt towards social distancing using available technologies, however, there are further scope of improvement too. This paper has introduced a novel framework which is capable of computing the level of threat with much higher degree of accuracy using distance and duration of stay as elementary parameters. Finally, the model can successfully classify the level of threats using deep learning. The study outcome shows that proposed system offers better predictive performance in contrast to other approaches.
The effects of COVID-19 have been widespread across different parts of the medical device world, but the Digital Health sector has seen the most growth because of the pandemic. The scope of digital health includes mobile health, health information technology, wearable devices, and telehealth/telemedicine. As the world looks for ways to migrate normal life to “social-distance” life, Digital Health provides the ability for healthcare providers and patients to connect quickly, effectively, and remotely...
Impact of Telecommunication tools in Covid-19 spreading - Conference Part 4 -...DANIEL NAMEGABE
On May 17th, 2021 (World Telecommunication Day), which focused on “Accelerating Digital Transformation in challenging times”; I presented this document at the university conference. Titled "Impact of Telecommunication on COVID-19 Spreading," the document discusses the impact of telecommunication tools in combating the COVID-19 pandemic. It emphasizes the role of wireless communication technologies in addressing global challenges brought about by the pandemic, such as monitoring virus spread, healthcare automation, and virtual education. The importance of bridging the digital divide and leveraging the internet for crisis management is highlighted. Additionally, the potential of High Altitude Platforms (HAPs) in providing connectivity through balloons and drones is explored.
The document calls for political leaders to focus on creating a Smart Society post-pandemic by integrating digital solutions across various sectors.
Some References:
1. (I.T.U), I. T. (2021, May 17). Retrieved from https://www.itu.int/en/wtisd/2021/Pages/default.aspx
2. COVID-19 exposed the digital divide. Here's how we can close it. (2021, January 27). Retrieved from https://www.weforum.org/agenda/2021/01/covid-digital-divide-learning-education/
3. Huawei, H. T. (2021, July). HCIA 5G Course. Retrieved from Huawei Talent - Huawei Enterprise: https://e.huawei.com/cn/talent/portal/#/
Covid-19 is the destructive world’s most recent pandemic that is experienced in every part of the world.
This deadly virus affects different people in different ways. Most infected people will develop mild to moderate
illness and recover without hospitalisation. Covid-19 most common symptoms include fever, dry and tiredness.
It is against this background that in Namibian health environment the country uses a manual system to record
public member’s demographic information when visiting public places which do not allow tracing and monitoring of every public member who visited the 14 regions in the country. Therefore, the present study developed a
National COVID-19 health contact tracing and monitoring system which will allow every public member who visits
an enclosed public place by capturing their demographic information as well as the date and time the facility was
visited. The system replaces the paper-based method of recording the information of people visiting public places
with an entrance that allows the coming in and out of people. The system will also allow for real-time monitoring of
temperature changes of individuals.
DESIGNING A CYBER-SECURITY CULTURE ASSESSMENT SURVEY TARGETING CRITICAL INFRA...IJNSA Journal
The paper at hand presents the design of a survey aiming at the cyber-security culture assessment of critical infrastructures during the COVID-19 crisis, when living reality was heavily disturbed and working conditions fundamentally affected. The survey is rooted in a security culture framework layered into two levels, organizational and individual, further analyzed into 10 different security dimensions consisted of 52 domains. An in-depth questionnaire building analysis is presented focusing on the aims, goals, and expected results. It concludes with the survey implementation approach while underlining the framework’s first application and its revealing insights during a global crisis.
HMM Classifier for Human Activity RecognitionCSEIJJournal
The rapid improvement in technology causes more attention towards to Recognizing of human activities
from video. These new technological growth has made vision-based research much more interesting and
efficient than ever before. This paper present novel HMM (Hidden Markov Model) based approach for
Human activity recognition from video. There are different approaches of HMM to recognize action of
human from video. Like threshold and voting to automatically and effectively segment and recognize
complex activities, segment and recognize complex activities and for simple activities we use Elman
Network (EN) and two hybrids of Neural Network (NN) and HMM, i.e. HMM-NN and NN-HMM.
IOT SOLUTIONS FOR SMART PARKING- SIGFOX TECHNOLOGYCSEIJJournal
Sigfox technology has emerged as a competitive product in the communication service provider market for
approximately a decade. Widely implemented for smart parking solutions across various European
countries, it has now gained traction in Germany as well. The technology's successful track record and
reputation in the market demonstrate its effectiveness and reliability in addressing the communication
needs of IoT applications, particularly in the context of vehicle parking systems. This is noted in terms of a
city like Berlin-Germany, for on which the study is conducted. The major challenge being on how to relate
the parking techniques in a more user friendly, cost effective and less energy consumpmti0n mode where
the questions had at the beginning of the paper, relatively at the end the answers are sought to it via Sigfox
and its comparison with other related technologies like LoRA WAN and weightless. But more so future
areas of research study is also pointed out on areas which are not clearly identified in this particular
research area.
This paper entails the pros, cons adaptive, emerging and existing technology study in terms of cloud, big
data, Data analytics are all discussed in tandem to Sigfox.
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Command and Control Center (CCC), Ministry of Health, Kingdom of Saudi ArabiaUN SPHS
Delivered by H.E. Dr. Hani Jokhdar, Deputy Minister for Public Health, Saudi Arabia, at the Global Forum 2020 Closing Panel: Enabling Leadership for Sustainability in the Health Sector: Moving Towards 2021.
Top contact tracing mobile apps for covid 19 in 2020FugenX
With the COVID-19 pandemic, technologists everywhere are rushing to create applications, services, and systems for contact tracing: identifying and notifying all those who are familiar with the carrier.
Application for Maintaining Social Distancing During a Widespread Global Pand...ijtsrd
During the global pandemic COVID 19, the only way to stop the community spread of the Corona Virus is Social Distancing. COVID 19 apps are mobile software applications that use digital tracking to aid contact tracing in response to the COVID 19 pandemic, i.e. the process of identifying persons contacts who may have been in contact with an infected individual. Our application is one such application which directs people in the most basic way to maintain Social Distancing. Provision of certain features makes it feasible and reliable. Use of Swift was applied to prepare the application for IOS platform. Jagjeet Gandhi "Application for Maintaining Social Distancing During a Widespread Global Pandemic" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31325.pdf Paper Url :https://www.ijtsrd.com/computer-science/realtime-computing/31325/application-for-maintaining-social-distancing-during-a-widespread-global-pandemic/jagjeet-gandhi
GLOBAL VACCINATION: HOW THE EVOLVING HEALTHCARE INFRASTRUCTURE IS SUPPORTING ...Anayasharma10
COVID-19 (coronavirus) vaccines have started becoming accessible in most countries and are probably a severe product in fighting the pandemic in 2021. Several vaccines are already in the development trails or phase three trials that have reported promising data in the initial phase, with some receiving authorization for use.
Susceptible exposed infectious recovered-machine learning for COVID-19 predi...IJECEIAES
Susceptible exposed infectious recovered (SEIR) is among the epidemiological models used in forecasting the spread of disease in large populations. SEIR is a fitting model for coronavirus disease (COVID-19) spread prediction. Somehow, in its original form, SEIR could not measure the impact of lockdowns. So, in the SEIR equations system utilized in this study, a variable was included to evaluate the impact of varying levels of social distance on the transmission of COVID-19. Additionally, we applied artificial intelligence utilizing the deep neural network machine learning (ML) technique. On the initial spread data for Saudi Arabia that were available up to June 25th, 2021, this improved SEIR model was used. The study shows possible infection to around 3.1 million persons without lockdown in Saudi Arabia at the peak of spread, which lasts for about 3 months beginning from the lockdown date (March 21st). On the other hand, the Kingdom's current partial lockdown policy was estimated to cut the estimated number of infections to 0.5 million over nine months. The data shows that stricter lockdowns may successfully flatten the COVID-19 graph curve in Saudi Arabia. We successfully predicted the COVID-19 epidemic's peaks and sizes using our modified deep neural network (DNN) and SEIR model.
Trends on Technological Transformation in World Hospitality and Service Sectorijtsrd
Tourism has been one of the hardest hit industries by COVID 19. Digital innovation Hubs are providing solutions to the challenges of the sector. Creating better customer experience, increasing revenue due to COVID 19 tourism industries took an action to plan digital strategies. Tourism industry still is in a fight for survival during Corona Pandemic. Here we will find out how this pandemic is forcing progress for hotels, restaurants, and travel providers to coexist COVID 19. Businesses must take strategic steps to change during pandemic by investing in technology and digital transformation. Tourism industry is shifting and using new service and operating new methods of technology to make life safer and easier for their customers. As Travel and hospitality has different consumer’s expectations we need to see how we can growth and increase the profit. Mr. Abhishek Roy | Mr. Subir Kumar Malakar | Mr. Abhimanyu Awasthi "Trends on Technological Transformation in World Hospitality & Service Sector" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-4 , June 2022, URL: https://www.ijtsrd.com/papers/ijtsrd50195.pdf Paper URL: https://www.ijtsrd.com/management/innovation-and-product-dev/50195/trends-on-technological-transformation-in-world-hospitality-and-service-sector/mr-abhishek-roy
Modified SEIR and machine learning prediction of the trend of the epidemic o...IJECEIAES
Susceptible exposed infectious recovered (SEIR) is a fitting model for coronavirus disease (COVID-19) spread prediction. Hence, to examine the effect of different levels of social distancing on the spreading of the disease, a variable was introduced in the SEIR equations system used in this work. We also used an artificial intelligence approach using a machine learning (ML) method known as deep neural network. This modified SEIR model was applied on the available initial spread data until June 25th, 2021 for the Hashemite Kingdom of Jordan. Without lockdown in Jordan, the analysis demonstrates potential infection to roughly 3.1 million people during the peak of spread approximately 3 months, starting from the date of lockdown (March 21st). Conversely, the present partial lockdowns strategy by the Kingdom was expected to reduce the predicted number of infections to 0.5 million in 9 months period. The analysis also demonstrates the ability of stricter lockdowns to effectively flatten the graph curve of COVID-19 in Jordan. Our modified SEIR and deep neural network (DNN) model were efficient in the prediction of COVID-19 epidemic sizes and peaks. The measures taken to control the epidemic by the government decreased the size of the COVID-19 epidemic.
A novel predictive model for capturing threats for facilitating effective soc...IJECEIAES
Social distancing is one of the simple and effective shields for every individual to control spreading of virus in present scenario of pandemic coronavirus disease (COVID-19). However, existing application of social distancing is a basic model and it is also characterized by various pitfalls in case of dynamic monitoring of infected individual accurately. Review of existing literature shows that there has been various dedicated research attempt towards social distancing using available technologies, however, there are further scope of improvement too. This paper has introduced a novel framework which is capable of computing the level of threat with much higher degree of accuracy using distance and duration of stay as elementary parameters. Finally, the model can successfully classify the level of threats using deep learning. The study outcome shows that proposed system offers better predictive performance in contrast to other approaches.
The effects of COVID-19 have been widespread across different parts of the medical device world, but the Digital Health sector has seen the most growth because of the pandemic. The scope of digital health includes mobile health, health information technology, wearable devices, and telehealth/telemedicine. As the world looks for ways to migrate normal life to “social-distance” life, Digital Health provides the ability for healthcare providers and patients to connect quickly, effectively, and remotely...
Impact of Telecommunication tools in Covid-19 spreading - Conference Part 4 -...DANIEL NAMEGABE
On May 17th, 2021 (World Telecommunication Day), which focused on “Accelerating Digital Transformation in challenging times”; I presented this document at the university conference. Titled "Impact of Telecommunication on COVID-19 Spreading," the document discusses the impact of telecommunication tools in combating the COVID-19 pandemic. It emphasizes the role of wireless communication technologies in addressing global challenges brought about by the pandemic, such as monitoring virus spread, healthcare automation, and virtual education. The importance of bridging the digital divide and leveraging the internet for crisis management is highlighted. Additionally, the potential of High Altitude Platforms (HAPs) in providing connectivity through balloons and drones is explored.
The document calls for political leaders to focus on creating a Smart Society post-pandemic by integrating digital solutions across various sectors.
Some References:
1. (I.T.U), I. T. (2021, May 17). Retrieved from https://www.itu.int/en/wtisd/2021/Pages/default.aspx
2. COVID-19 exposed the digital divide. Here's how we can close it. (2021, January 27). Retrieved from https://www.weforum.org/agenda/2021/01/covid-digital-divide-learning-education/
3. Huawei, H. T. (2021, July). HCIA 5G Course. Retrieved from Huawei Talent - Huawei Enterprise: https://e.huawei.com/cn/talent/portal/#/
Covid-19 is the destructive world’s most recent pandemic that is experienced in every part of the world.
This deadly virus affects different people in different ways. Most infected people will develop mild to moderate
illness and recover without hospitalisation. Covid-19 most common symptoms include fever, dry and tiredness.
It is against this background that in Namibian health environment the country uses a manual system to record
public member’s demographic information when visiting public places which do not allow tracing and monitoring of every public member who visited the 14 regions in the country. Therefore, the present study developed a
National COVID-19 health contact tracing and monitoring system which will allow every public member who visits
an enclosed public place by capturing their demographic information as well as the date and time the facility was
visited. The system replaces the paper-based method of recording the information of people visiting public places
with an entrance that allows the coming in and out of people. The system will also allow for real-time monitoring of
temperature changes of individuals.
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1. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
DOI: 10.5121/ijcses.2022.13401 1
DIGITAL TRANSFORMATION OF THE
HEALTH SECTOR DURING THE COVID-19
PANDEMIC IN SAUDI ARABIA
Ahmed Rawash and Mohamed Abdelrahman
Pre-Masters of Software Engineering,
College of Statistical Studies and Research, Cairo University, Egypt
ABSTRACT
Background: In March 2020, the first case of COVID-19 in Saudi Arabia was confirmed. In reaction to the
outbreak, Saudi Arabia ordered the closure of the majority of governmental and private services.
Technology and digital solutions have made it possible to provide essential services after the
implementation of these severe protection requirements.
Objective: This study aims to show how Saudi Arabia used digital technology during the COVID-19
epidemic in the fields of public health and health care services, and shedding insight on the efficacy of
digital transformation in Saudi Arabia for preventing the spread of Covid-19.
Methods: Using public announcements, press briefings and releases, news clips, published statistics, peer-
reviewed literature, and professional debates, we documented Saudi Arabia's usage of digital technologies
throughout the epidemic.
Results: The government and business sectors of Saudi Arabia jointly created and released around 19
applications and platforms that support public health duties and offer health care. Detailed descriptions of
each are given. Companies in the telecommunications industry collaborated well and took steps to assist
continuing efforts. Using social media, websites, and SMS text messages, risk communication initiatives
adhered to best practice guidelines.
Conclusions: An important step toward digital transformation has been taken by Saudi Arabia's Vision
2030 framework. This shift was made possible by COVID-19. For future epidemics in Saudi Arabia,
artificial intelligence might be used to integrate data from several sources. Reducing the number of
applications and combining their operations may also boost and make it easier for people to utilize them.
KEYWORDS
Digital Transformations, Digital Transformations in Health Sector, COVID-19.
1. INTRODUCTION
A process that tries to improve an entity by triggering significant changes to its properties
through combinations of information, computation, communication, and networking
technologies, according to the definition of digital transformation (DT) [1], The acquisition of
digital resources, the design of digital growth strategies, the transformation of internal
organizational structure, and the determination of relevant measurements and goals are all
influenced by digital transformation (DT) The digital revolution in healthcare opens up new
2. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
2
business opportunities and yields new business models to solve concerns such as medical
practice, value generation, and other issues such as the aging society [2].
In Saudi Arabia, the Ministry of Health (MOH) says in its vision that it wants to give the people
the best-quality, integrated, and all-around health care [14]. To make this vision a reality, the
Ministry of Health (MOH) has come up with a business strategy that relies on eHealth as the
main policy change to improve the delivery of healthcare services to meet the growing demand
and rising costs of these services. Also, the MOH has started using mhealth to make it easier for
people to get health care, especially during the COVID-19 pandemic. To stop COVID-19 from
spreading, the Saudi government took the steps that were needed, such as imposing a full or
partial curfew and stopping large gatherings like mosque prayers, local and international airlines,
and social and football games. Also, all schools and universities were shut down. Other ways to
stop the spread of the disease were to stay away from people, make masks mandatory, and start
awareness campaigns. In line with these measures, the Saudi Ministry of Health (MOH) has
made and released a number of mhealth apps to continue to provide healthcare services, track the
movement of people to make sure they don't get too close to each other, educate the population,
track viruses, report test results, and track the status of infections. Most of the mhealth apps were
made to help stop the spread of COVID-19 and provide health care during the pandemic.
The H1N1 in 2009 and the Ebola virus in 2014 influenza showed that effective and timely use of
technology was critical in containing both pandemics [3, 4]. A cloud computing tool for data
collecting and integration for confirmed MERS-CoV cases, a GPS-based risk assessment tool,
and Google Maps for the geographical depiction of MERS-CoV cases worldwide are examples of
technical solutions used to control the MERS outbreak [5]. Saudi Arabia contributed to the
worldwide MERS-CoV knowledge pool by building a national electronic surveillance system [6].
It has taken Saudi Arabia a very short time to deploy disease containment measures and work to
meet the community's demands during the current COVID-19 pandemic. According to the Saudi
Arabian government, 89 percent of the population is currently online, and 96 percent of the
population has access to smartphones, laptop computers, desktop computers, and tablets; thus, the
government's efforts to mitigate the effects of climate change have been aided by the widespread
availability of digital services. During the COVID-19 pandemic, Saudi Arabia has taken a very
short time to deploy disease containment measures and work to meet the community's demands.
According to the Saudi Arabian government, 89% of the population is currently online, and 96%
of the population has access to smartphones, laptop computers, desktop computers, and tablets;
thus, the government's efforts to mitigate the effects of the COVID-19 pandemic have been aided
by the widespread availability of digital services [7]. Our goal in this study is o highlight how
Saudi Arabia employed digital technology during the COVID-19 pandemic in light of the WHO's
emphasis on the need for timely and accurate digital data exchange [8].
2. BACKGROUND
On March 3, 2020, the first case of COVID-19 was confirmed in Saudi Arabia. In reaction to the
outbreak, Saudi Arabia, like many other countries, shut down most public and private services
and imposed nationwide limits on people's freedom to move. The introduction of tight mitigating
measures has enabled the provision of key services through the use of technology and digital
solutions.
3. METHODS
The authors documented Saudi Arabia's experience using compiled utilizing official
pronouncements, press briefings and releases that were made available to the public, news clips,
3. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
3
published data, peer-reviewed literature, and professional conversations. The information sources
that were searched had content in both the English and Arabic languages. A search of the
available literature was carried out during the period of the COVID-19 pandemic. Each team
member was responsible for collecting, analyzing, and synthesizing information regarding a
specific industry; after that, the material was compiled and debated, and everyone reached a
consensus regarding the findings. The information had to meet three requirements to be
considered for inclusion: it had to reflect a significant occurrence during the COVID-19
pandemic response; it had to involve technology or digitalization, and it had to be unique to
Saudi Arabia. A narrative format is used to present the findings.
4. DIGITALIZATION OF HEALTHCARE
Multiple informatics solutions have been established by Saudi health authorities amid the
COVID-19 pandemic to supply individuals and the community with health information. There
are several different platforms and apps used in Saudi Arabia during the COVID-19 pandemic, as
shown in Figure 1 [14].
Figure 1. During the COVID-19 pandemic in Saudi Arabia, digital apps were available.
4. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
4
Table 1. Summary of applications available in Saudi Arabia during the COVID-19 pandemic.
Name Type Short description
Sehhaty Smartphone app (iOS/Android)
Teleconsultations (synchronous live video
messaging).
Mawid
Smartphone app (iOS/Android),
web-based application
Electronic service provided by The Saudi
Ministry of Health enables patients to book
their appointments across primary health care
centers.
Anat Smartphone app (iOS/Android)
The platform aims to provide channels of
communication for health practitioners.
Besides presenting services that facilitate their
work and raise the level of health services
offered to patients:
Wasfaty web-based The official e-prescription gateway provider
Asefni Smartphone app (iOS/Android) GPS-enabled requests for emergency services.
Labayh Smartphone app (iOS/Android)
Teleconsultations (mainly provides psych
health services).
Maya Clinic Smartphone app (iOS/Android)
Teleconsultations (nonsynchronous text
providers).
Tabaud Smartphone app (iOS/Android)
Tabaud App that delivers identified data to
persons who were in close proximity to
verified instances of COVID-19.
Tetamman Smartphone app (iOS/Android)
«Tetamman» Clinics are devoted to serving
those who develop Novel Coronavirus
(COVID-19) symptoms
Tawakkalna
Smartphone app (iOS/Android),
web-based application
Tawakkalna App to support government
efforts aimed at countering Covid-19.
4.1. Public Health Informatics Tools
In 2018, the Ministry of Health introduced Mawid, a mobile app and web application that
translates to "Appointment" and serves as a national central appointment gateway for health
services (Figure 1). Subsequently, in August 2019, the Sehhaty ("My Health") app was released
in pursuit of a vast array of health promotion initiatives promoting healthy lifestyles [9]. Both
apps were upgraded in response to the COVID-19 pandemic by adding a symptom checker that
allows anyone who fears they have COVID-19 to immediately schedule appointments at
specialized COVID-19 clinics and drive-through mass testing locations in KSA [10]. Health
Electronic Surveillance Network (HESN) is the primary data source for all COVID-19 laboratory
tests in Saudi Arabia for COVID-19 surveillance purposes. The HESN acts as a nationwide
platform for tracking infectious diseases. The Hajj, Saudi Arabia's annual pilgrimage, is the
country's significant public health event, and it was begun in 2012 [11]. It was also implemented
in March 2020 for the COVID-19 pandemonium. Its goal is to use the HESN's laboratory results
to improve and manage contact tracing in the Kingdom of Saudi Arabia. Home isolation,
documented daily follow-ups, and tracking of symptoms for mild and moderate cases are among
the recommendations in local preventative and clinical guidelines. Tama, or "Rest Assured," is a
smartphone app developed by the National Health Emergency Operation Center to perform these
responsibilities. It was announced in May 2020 that the Tetamman app would be linked to a
smart wristband for people returning from overseas or who are confined to their houses [12].
As a crucial epidemiologic tool for limiting the COVID-19 outbreak and enforcing future plans
for securely lifting the lockdown, contact tracing has been deemed. The Saudi Data and Artificial
Intelligence Authority (SDAIA) has published two smartphone apps to do this. With Tawakkalna
[24], a GPS-enabled app that keeps tabs on where people are during curfew hours and may offer
5. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
5
special permissions, people can avoid being tracked. Tabled, whose name translates to
"Distancing" [13], is a second app that delivers identified data to persons close to verified
instances of COVID-19. The software adheres to Google's and Apple's worldwide privacy
guidelines.
4.2. Health Care Delivery
Saudi Arabians rely upon the Saudi Ministry of Health (MOH) for accurate and up-to-date health
information because it is the country's primary health care provider. The Ministry of Defense,
academic teaching hospitals, and the commercial sector are all sources of health care. Both
nationals and non-nationals can use tertiary, secondary, and primary care institutions, which treat
both. Electronic communication and information technology can improve the standards,
availability, and quality of health care in the Kingdom of Saudi Arabia, according to the Saudi
Ministry of Health 2011. Increased access to health care was one of the Visions 2030 National
Transformation Program's [14] health care strategic goals for the years 2018 to 2020. The
National Health Information Center (NHIC) is tasked with producing multispectral, coherent
eHealth services as a vital facilitator of the health care transition. The Saudi Arabian government
and the private health care sector stepped up their use of digital health solutions to combat the
spread of COVID-19 during the aforementioned community-wide actions. Concerning COVID-
19, the MOH Call (937) Service Center was formed. As a bonus, one hospital has begun using a
remote-controlled robot to check on patients in intensive care units. In the public and private
sectors, King Saud Medical City and Dr. Sulaiman Al Habib Medical Group have made use of
apps that were already in place prior to COVID-19 to serve patients who do not require in-person
hospital visits. A number of hospitals and medical cities in the Eastern Region of the Kingdom,
such as Qatif Central Hospital and its primary care centers, have established WhatsApp numbers
to help patients register their medication refill requests, arrange for remote routine follow-ups,
and inquire about their laboratory results [7]. Fear of the unknown and solitude have been linked
to a rise in stress during pandemics. As a result, academic research emphasizes the need of
providing communities with mental health services at times like this. With the help of Labayh
[15], a local mobile counseling app, the National Center for Mental Health Promotion was able to
provide no-cost therapy sessions to those who needed it most during the present crisis. SCFHS
has created a nationwide system of mental health support services for all Saudi health care
workers as part of its Emtenan project, which also includes residents in training (Daem). SMS
text messages were sent to the SCFHS's registered health care workers, asking them about their
safety and warning them to be safe [16]. Medical institutions like the MOH and tertiary health
care facilities supplied medications to patients' homes through delivery services or formed tele-
pharmacy services in the field of the-pharmacy. It is possible for certified and licensed health
care providers to electronically prescribe medicine to patients using the Anat mobile app [17]. In
recent years, applications like Wasfaty [18] and Sehha [19] have been active in Saudi Arabia,
providing patients with e-prescriptions by SMS text message after a medical consultation with a
physician. Assist their COVID-19 efforts, private tele-health provider Maya Clinic [20] provides
comparable services for free or at low costs.
5. RELATED WORKS
The Keywords section begins with the word, “Keywords” in 13 pt. Times New Roman, bold
italics, “Small Caps” font with a 6pt. spacing following. There may be up to five keywords (or
short phrases) separated by commas and six spaces, in 10 pt. Times New Roman italics. An 18
pt. line spacing follows.
6. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
6
5.1. Principal Findings
Concerns about how the world will change after COVID-19 have been raised by the many digital
responses to COVID-19. Digital response's importance has been underlined, but it has also
brought to light substantial difficulties related with its implementation. T Several examples of
governments using technology to stop the spread of disease include electronic databases and
Google Maps. When global markets were shut down, hit curfews were imposed, and many tales
have emerged about how technology was used to save lives. For example, in the United
Kingdom, a COVID-19 symptom tracker app has been launched, allowing users to record their
symptoms, identify risks, refer patients, and monitor their progress [21]. It has been proposed that
mobile data might be used to identify those who are more susceptible to travel-related infectious
illness and target mass screening activities appropriately. It has been incorporated into the
Tabaud app by Google and Apple, serving as a location checker. People who have been
quarantined or who have been confined at home are tracked by public health authorities using
location data acquired from cell phones. The Lancet [22] recently released a paper on using AI to
reduce void-9. AI was utilized to upgrade Taiwan's national health insurance database and
combine it with its immigration and customs database to produce Big Data for analytics and
crosshatching individuals. Help in the identification of cases, this system sent notifications to
doctors during clinical visits based on travel history and clinical symptoms. For the previous 14
days, it employed QR code scanning and web-based reporting of travel history and health
symptoms to categorize passengers' infectious risks. Border passes for individuals with minimal
risk (no travel to Level 3 warning regions) were provided through SMS text message; those with
greater risk were quarantined at home and watched using their mobile phones to ensure they
stayed at home during the incubation period. Patients in the United States and Singapore may get
treatment without leaving their homes thanks to Chatbot and telehealth. Despite the COVID-19
outbreak, Saudi Arabia's digital reaction is worthless. In terms of digital tools for public health
and health care, the ones listed above are right up there with the best of the best. It's still in its
infancy regarding the usage of artificial intelligence, for example. Successfully activating
interoperability across multiple technologies, may be desired to integrate all the official and
nonprofit applications generated during the COVID-19 epidemic. Such data sets may
subsequently be utilized for diagnosis, management, and policy implementation since they are
constantly updated. The amount of public health mobile applications used during a subsequent
epidemic should be reduced, though. This is done to make things easier for the end-user prevent
misunderstandings, and ensure greater adherence. Among the five apps for COVID-19 screening,
follow-up, and contact tracing is the COVID-19 symptoms and history screening application.
Final point: Apple and Google have expressed worries about adhering to the Health Insurance
Portability and Accountability Act (HIPPA) laws surrounding the activation of digital location
identifiers through these apps [23]. Saudi Arabia was evaluated during a WHO Joint External
Evaluation for worldwide health risk assessment and risk communication in 2017 This study
examined the MOH's web-based social listening technology to track rumors and tailor
communications to the audience's preferences. A similar approach was used by Finland, which
utilized social media and email to classify the community reaction to COVID-19 and generate
recommendations for evidence-based risk communication. COVID-19 risk communication
experience should be documented for future reference, decision-making, and simulation training
by the Ministry of Health. It seems that Saudi Arabians continue to study and share despite the
broad use of different technology platforms during the present epidemic. To keep the epidemic
curve under control and lessen its effects, the community will have to transition to digital
solutions. This transition has yet to be fully understood and investigated regarding its
ramifications and effects.
7. International Journal of Computer Science and Engineering Survey (IJCSES), Vol.13, No.4, August 2022
7
5.2. Limitations
It is predicted that there may be some omissions in this article because we tried to include all of
the digital solutions and technologies that were in use in Saudi Arabia, the corvid-19 pandemic is
an ever-changing scenario. This document also contains a list of apps, but none of the apps are
evaluated or tested by actual users. As a result, discussion and consensus were employed by the
members to reduce the impact of subjectivity.
6. CONCLUSION AND FUTURE WORK
Since Vision 2030, Saudi Arabia's national vision, was unveiled in 2017 [14], the country has
been attempting to digitally change several sectors. COVID-19 has sped up this information
transfer. Digital infrastructure is being evaluated, and decision-makers are alerted to potential
flaws. These services and communications have been conducted statewide to see how Saudi
citizens respond to and utilize digitalization. A comprehensive assessment of the Saudi
experience with population-wide digital solutions is premature at this time. To further understand
the benefits and drawbacks of this digital experience for various groups of people, such as
institutions, employees, and customers, more research is needed.
ACKNOWLEDGEMENTS
The authors would like to thank DR. Atef Raslan, Department of Computer Science, College of
Statistical Studies and Research, Cairo University, Egypt.
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AUTHORS
Ahmed Rawash, Pre-Masters of Software Engineering, College of Statistical Studies
and Research, Cairo University, Egypt Post graduate diploma of Software Engineering
Mohamed Abdelrahman, Pre-Masters of Software Engineering, College of Statistical
Studies and Research, Cairo University, Egypt Post graduate diploma of Statistical Data
Science, College of Statistical Studies and Research, Cairo University, Egypt
BSc Computer Science & information
CCNA (Cisco Certificate No.424424171213BMCI)
MCSA (Microsoft Certificate No. MCID6851336)