scholarly journals PREDIKSI KASUS COVID-19 DI INDONESIA MENGGUNAKAN METODE BACKPROPAGATION DAN REGRESI LINEAR

Author(s):  
Wahyudin Wahyudin ◽  
Heri Purwanto

The emergence of COVID-19 first attacked humans in Wuhan, China, while in Indonesia itself, it began to attack on March 2, 2020 when two people were confirmed positive. From these cases every day has a relatively significant increase. The corona virus is spreading very quickly, therefore the WHO or the World Health Organization decided that the COVID-19s will become a pandemic off March 11, 2020. The corona virus is rising very fast, so immediate response is needed. The corona virus can easily spread and can attack humans regardless of age. Seeing the rapid spread of the virus, finally the governments of some countries have decided to impose a lockdown. Until now, we have not found a drug or vaccine that can be used to overcome the spread of the COVID-19 virus. The purpose of this research is to be able to estimate the number of active cases in the addition of COVID-19 cases in Indonesia. This research will be tried using Backpropagation and Linear Regression methods. The results of prediction of active cases with Backpropagation gave the results of additions and decreases that were not too significant, while the results of prediction of active cases with Linear Regression showed that the addition of cases for each day experienced an increase in active cases.

2021 ◽  
Vol 10 (1) ◽  
pp. 36-41
Author(s):  
Seyed Hesamaddin Banihashemi ◽  
Ahmadreza Karimi ◽  
Hasti Nikourazm ◽  
Behnaz Bahmanyar ◽  
Dariush Hooshyar

The severe acute respiratory syndrome coronavirus 2 virus and its associated disease, called coronavirus disease 2019 (COVID-19), first appeared in Wuhan, China in December 2019 and quickly spread around the world. Coronavirus was officially named COVID-19 by the World Health Organization and was recognized as a pandemic due to its rapid spread worldwide. Based on the published data, it is hoped to provide a source for later studies and to help prevent and control the contagious COVID-19 and its characteristics, and considerations that surgeons and medical staff must observe during the epidemic.


2021 ◽  
Vol 58 (3) ◽  
pp. 3444-3456
Author(s):  
Mr J Dorasamy, Et. al.

The World Health Organization (Who) In March 2020 Declared Covid 19 A Pandemic, Due To The  Global And Rapid Spread Of A Novel Coronavirus (Who, 2020). The Covid 19 Pandemic Being Highly Infectious And Unpredictable, Has  Disrupted  Social, Economic, Environmental And Political Spheres Of Life. Globally, People Have Ventured Into A “Lockdown World”, Increasing Uncertainty About Their Future Amidst The Covid 19 Pandemic. As A Result Of The Pandemic, Social Alteration Has Taken The Form Of Social Distancing, Self-Isolation And Self-Quarantine.  Many Were Unprepared For The Shift From The “Normal”, Propelling  Undue  Stress Under The New Normal Way Of Doing Things During The Current Global Pandemic Crisis. This Has Been Accompanied By Social, Emotional And Mental Effects, As The Ongoing And Fluid Nature Of The Pandemic Has Created Uncertainty For Many People. The Covid 19 Pandemic, As A Multidimensional Stressor Affecting Wellbeing, Has Affected Individuals, Families, Educational, Occupational, And Broader Societal Systems.  


2020 ◽  
Vol 1 (1) ◽  
pp. 59-66
Author(s):  
Marjan Miharja ◽  
Wiend Sakti Myharto ◽  
Hendrikus Lermatin ◽  
Paternus Ndruru ◽  
Veni Florence Lakie ◽  
...  

The spread of Covid-19 has become one of the people's concerns, starting in the city of Wuhan, China at the end of 2019 when this virus was discovered, the spread of the virus that the antidote has not yet been found is now out of control. More than 200 countries in the world have reported that their people have contracted the Covid-19 virus. Corona Virus Disease 19 has been declared a Global Public Health Emergency by the World Health Organization (WHO) on January 30, 2020. Conditions in Indonesia until Thursday, November 30, 2020, the number of people who tested positive for Covid-19 reached 538,883 cases, 450,518 people recovered and 16,945 of them died. This figure will continue to increase in line with the opinion of some epidemiologists and statistics that a pandemic outbreak will not end quickly. The purpose of this community service activity is to realize one of the contents of Presidential Instruction Number 4 of 2020, namely "Rrefocussing activities, reallocation of budgets and procurement of goods and services in order to accelerate the handling of Corona Virus Disease 2019 (COVID-19)", namely by making and distributing fluids. Disinfectant that is safe and environmentally friendly and recommended by the BPOM and the World Health Organization (WHO) to help people face the New Normal era. The result of this service activity is a disinfectant liquid that is safe and environmentally friendly and is able to anticipate the spread of covid-19 and increase public awareness of the Covid-19 Virus in the face of the New Normal era.


Author(s):  
Vista Octarensa ◽  
Muhammad Aras

Purpose: This research discusses the semiotic social analysis in a video titled "COVID-19" released by the World Health Organization. COVID-19 is a virus that has become a global pandemic. Very rapid spread makes the WHO issued recommendations to minimize outside activities in the form of social campaigns against the community. World Health Organization released a video titled "COVID-19" on the official youtube channel. The research approach: using a semiotic analysis method with the constructivist paradigm. Semiotic is a sign of science that has consisted of two elements, Signifier and Signified. In a social campaign video, it has a distinct meaning of communication. In this study, semiotics will explain the meaning of visual communication in videos released by the World Health Organization. The results of the study: indicate that semiotic analysis can reveal the signification meaning of the sign in the video campaign. World Health Organization can emphasize the word StayIn and convince people to continue to do social distancing. The World Health Organization explains that by doing five acts, everyone can be heroic against the pandemic. The five acts can be done by hiding in-home, laying down, playing games, staring on anythings. Simple acts can bring a significant impact to all.


Author(s):  
Sangeeta Singh

Corona Virus Disease-2019 commonly known as COVID-19 which has been defined by the Novel Corona Virus. It is a family of severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) and was first detected during respiratory outbreak. It was first reported to the World Health Organization on December 31, 2019. On January 30, 2020, the World Health Organization declared the COVID-19 eruption a global health emergency. As of 27-May-2021 169,095,283 confirmed cases have been reported in the world and 2, 73, 67, 935 cases in India. It is required to identify the infection with high precision rate but there are lots of deficiency in the diagnosing system that may resulted false alarm rate. Initially it could be detected through throat saliva but now it can also be identified thought the impairment in lungs from computerized tomographical imaging technique. This paper reviewed various researches over COVID-19 diagnosis approach as well as the syndrome in respiratory organs. There are so many imaging techniques through which lungs impairments can be detected that may diagnose COVID-19 with high level of accuracy. CT scan image is the best alternative for diagnosing COVID-19.


2021 ◽  
Vol 11 (2) ◽  
pp. 260-262
Author(s):  
Saikou Omar Sillah ◽  
Xu Yihua

On 31st December 2019, the World Health Organization (WHO) was notified of a cluster of cases of pneumonia of unknown cause detected in the Wuhan, Hubei Province of China which eventually was named to be the Corona virus disease. In response to the rapid spread of the virus, WHO declared it a public health emergency of international concern (PHEIC) on 30th January, 2020. As per the quest to recharge the COVID-19 response power, there is seemingly little or no tangible plans to help permanently reorient Africa’s health care system. In the wake of widespread vaccine nationalism, donor countries continue to secure large quantities of vaccines from developers and manufacturers, causing global disparity in access to COVID-19 vaccines.


2021 ◽  
Vol 11 (2-S) ◽  
pp. 1-3
Author(s):  
A Otljanski ◽  
K Kipevska

In 2019 year the world was attacked with corona virus (SARS-CoV-2) and in march 2020, the World Health Organization (WHO) declared the COVID-19 outbreak a pandemic.The symptoms and clinical state in this COVID-19 infection was different, from asymptomatic to mild and severe symptoms, which presented different form of disease: mild, moderate or severe, with or without complications. We presented case with COVID 19 pneumonia as one of the form of COVID infection, with diagnosis, treatment and all investigations we done in our hospital. With complex treatment of this virus infection we successful improved the clinical state of patients with COVID 19 pneumonia. Keywords: coronavirus, SARS-CoV-2, COVID-19, COVID 19 pneumonia


Author(s):  
GANGAPRASAD ANANTRAO WAGHMARE

 Coronaviruses (CoV) are a large family of viruses that cause illness ranging from the common cold to more severe diseases such as Middle East Respiratory Syndrome (MERS-CoV) and Severe Acute Respiratory Syndrome (SARS-CoV). In more severe cases, infection can cause pneumonia, severe acute respiratory syndrome, kidney failure and even death   Initially, the World Health Organization (WHO) had mentioned 2% as a mortality rate estimate in a press conference on Wednesday, January 29 and again on February 10. However, on January 29 2020 WHO specified that this was a very early and provisional estimate that might have changed. 3.4% Mortality Rate estimate by the World Health Organization (WHO) as of March 3 2020.                           The concept of epidemic was very much well defined in Ayurveda, Acharya Charaka the great physician of all ages had mentioned the epidemic diseases under the heading of “Janapadodhwans”.The aim of this review study is to understand the ancient Ayurveda epidemic literature , to prevent people from getting affected by epidemic diseases and to enlighten on epidemic diseases prevention & Management through Ayurveda. Keywords: Novel corona Virus (2019-nCoV),severe acute respiratory syndrome,Janapadodhwans,Ayurveda,epidemic Diseases,communicable disease,Panchakarma, Rasayan .  


Author(s):  
Prahlad Kadambi

Severe acute respiratory syndrome coronavirus 2 is currently spreading globally rapidly. The World Health Organization (WHO) named the virus as the 2019 novel corona virus (2019-nCoV) on January 7, 2020. On February 11th 2020, the illness associated was named as 2019 coronavirus disease (COVID-19). Subsequently, the WHO declared COVID-19 as a pandemic on 11 March 2020. The first case of COVID-19 was reported in India on 30 January 2020 in Thrissur, Kerala. This was the index case in India who tested positive after coming for a vacation. This individual was a student of the University of Wuhan. Subsequent cases were reported in Kerala. Subsequently, the number of cases in India increased to 519 as on 24th March 2020 with mortality in 7 patients as on 22nd March 2020 and 10 patients on 24th March 2020.


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