scholarly journals Design of an Online Detection System for COVID-19 based on Attention Mechanism

2021 ◽  
Vol 5 (1) ◽  
Author(s):  
Fan Liu ◽  
◽  
Wei Xiang ◽  
Li Wang ◽  
Jintao Zhang ◽  
...  

Corona Virus Disease 2019 (COVID-19) is an acute respiratory infection caused by the 2019 novel coronavirus infection that was discovered in some hospitals in Wuhan, China in December 2019. From a global perspective, COVID-19 epidemic is still in a pandemic period. Every country is taking timely preventive measures. Therefore, it is necessary to use Artificial Intelligence (AI) identification to assist radiologists in diagnosing COVID-19. This paper proposes a network model of dynamic self-attention machine for pneumonia images. The model adopts DPN92 and GCNet. It implements CR images and CT image classification of COVID-19. A COVID-19 detection system based on dynamic auto-attention machine is designed. The lung CT or CR images that meet the design requirements will be uploaded through the browser, and the background server will analyze and process the lung images, and finally output the detection category of the lung images.

2021 ◽  
Vol 25 (1) ◽  
pp. 16-24
Author(s):  
O. B. Tamrazova ◽  
A. S. Stadnikova ◽  
E. V. Rudikova

In late 2019, a new viral infection appeared in China, which spread around the world, causing a pandemic. The causative agent of the new coronavirus infection COVID-19 is the SARS-CoV-2 coronavirus. The review presents modern data on the epidemiology, pathogenesis and course of the novel coronavirus infection COVID-19 in children. Chinese, American and European scientists have described a variety of cutaneous manifestations in children with COVID-19. The article provides a literature review of the cutaneous manifestations of COVID-19 coronavirus infection in children. During our own observation of 301 patients with coronavirus infection COVID-19 caused by SARS-CoV-2 at the Bashlyaevs Children Hospital in Moscow from May 17 to November 16, 2020, it was revealed that 39 (13 %) patients had skin manifestations. The article presents a classification of skin manifestations characteristic of COVID-19. A brief description of each group is given.


Author(s):  
Monalisa Mahajan

The corona virus disease caused by novel coronavirus SARAS-Cov2 is a public health emergency of international concern. Numerous measures have been implemented in many countries to reduce the person to person virus transmission as well as the outbreak. The specific focus of preventive measures is more on the susceptible population of children, healthcare providers, and older people. Many of the people practice safety measures without proper knowledge as to whether these measures are sufficient or not to prevent the spread of the virusAs of this time there has no effective pharmaceutical treatment, there should be adopt a way of prevention that is much helpful than cure.


2021 ◽  
Vol 102 (2) ◽  
pp. 238-242
Author(s):  
D R Khaliullina ◽  
R M Abdrakhmanov

The article presents a clinical case of severe exacerbation of psoriasis after a novel coronavirus infection. A 60 years old patient who has recovered from Corona Virus Disease 2019 (COVID-19) was admitted to the Republican Skin and Venereal Disease Dispensary of the Republic of Tatarstan for inpatient treatment with a diagnosis Large plaque psoriasis involving palms and soles. Progressive stage. Scalp psoriasis. Nail psoriasis. This was the first time the patient had experienced psoriasis exacerbation of this severity in his medical history. Presumably, exacerbation of psoriasis was due to the use of hydroxychloroquine. The exacerbation of psoriasis during the pandemic outbreak of Coronavirus disease can be explained by the following reasons: use of hydroxychloroquine, excessive inflammatory response to COVID-19, psychological stress, anxiety, depression, the decline in household income, limited outdoor activities. It is necessary to focus attention of physicians to the fact that patients who have suffered from COVID-19 may develop exacerbation of psoriasis.


2020 ◽  
Author(s):  
Chanda Subrata ◽  
Ajitkumar Sudke ◽  
Pomi Baruah ◽  
Najeeb Hazarika ◽  
Ramnath Ballala ◽  
...  

The world is now fighting against a new deadly virus disease, novel coronavirus disease (COVID-19), which is first declared as public health emergency and later declared as Pandemic by WHO. As COVID-19 spread around the world, governments, companies, international organizations announced measures to help contain the spread. Assam with 36 cases and the other north eastern (NE) states have been able to control the number of cases quite well compared to other states in India. To contain coronavirus spread in Assam, government leveraged nine projects implemented by Piramal Swasthya Management and Research Institute (PSMRI), in addition to other activities. This paper gives the elaborative listings of activities done by PSMRI in respond to COVID-19 outbreak to support the government respond to this pandemic. Activities are- Inbound calling, out bound calling, contact tracing, Visit and follow up of quarantined patients, data entry and updating Integrated Disease Surveillance Project (IDSP) portal and door step delivery of medicines. As on 26th April, 1,25,566 COVID-19 related calls received in 104-Health Helpline (HIHL). In addition, 37,886 beneficiaries called for quarantine follow up. Field staffs also visited households of home quarantined patients and screened more than 9000 people for COVID-19. PSMRI also supported in activities of Assam Cares Financial scheme and Dhanwantri Scheme.The above activities helped in mitigating the risk of coronavirus infection and also ‘helped in timely respond to the reported cases.


2020 ◽  
Vol 4 (1) ◽  
pp. 21-31

The genetic diversity of coronaviruses and their variability are provided by high frequency of recombination of their genomic RNA that assists spontaneous emergence of viruses with new characteristics, which potentially may be agents of novel extremely dangerous and exotic infectious diseases. In December 2019 – January 2020 the novel coronavirus disease, caused by SARS-CoV-2 virus, subsequently named COVID-19 (Corona Virus Disease 2019), was revealed in China. The aim of this work is to analyze the possible mechanism of COVID-19 outbreak and the properties of the possible etiological agent of the disease, SARS-CoV-2 virus. A comparison of zoonotic reservoirs of highly pathogenic human coronaviruses, agents of severe acute respiratory syndrome (SARS), Middle East respiratory syndrome (MERS) and SARS-CoV-2, as well as the clinical signs of the diseases, caused by them, are presented. The possible mechanism of epidemic outbreaks is considered. The chronology of COVID-19 outbreak (later escalated into a pandemic) from the beginning of December to the end of March, taxonomical and molecular-biological characteristics of ethiological agent of disease, SARS-CoV-2 virus, and its place on phylogenetic tree of coronaviruses are presented. The main directions of the struggle with the spread of the infection are considered


Author(s):  
O. N. Tkacheva ◽  
Yu. V. Kotovskaya ◽  
L. A. Aleksanian ◽  
A. S. Mil'to ◽  
A. V. Naumov ◽  
...  

Novel coronavirus SARS-CoV-2 infection (COVID-19) is a dangerous disease for older adults. Preventive measures in this population should involve three groups of measures: 1) prevention of infection; 2) prevention of functional decline and geriatric syndromes, including social support; 3) control of chronic comorbidity. Older adults are common to present with atypical COVID-19 symptoms, and mildness of symptoms (no fever, cough, shortness of breath) does not correspond to the severity of the prognosis. Delirium may be the first manifestation of COVID-19, that is why it is screening should be widely implied. Risk of malnutrition resulting in sarcopenia increases during the hospitalization, especially if mechanical ventilation required, and promotes frailty progression and decreases quality of life after the discharge from the hospital. Geriatric assessment is an important component of the decision making process in the management of older adults. Full version was published as Tkacheva O.N., Kotovskaya Yu.V., Aleksanyan L.A., Milto A.S., Naumov A.V., Strazhesko I.D., Vorobyeva N.M., Dudinskaya E.N., Malaya I.P., Krylov K.Yu., Tyukhmenev E.A., Rozanov A.V., Ostapenko V.S., Manevich T.M., Shchedrina A.Yu., Semenov F.A., Mkhitaryan E.A., Khovasova N.O., Yeruslanova E.A., Kotovskaya N.V., Sharashkina N.V. Novel coronavirus infection SARS-CoV-2 in elderly and senile patients: prevention, diagnosis and treatment. Expert Position Paper of the Russian Association of Gerontology and Geriatrics. Cardiovascular Therapy and Prevention. 2020; 19(3): 2601. DOI: 10.15829/1728-8800-2020-2601


2020 ◽  
Vol 19 (3) ◽  
pp. 2601 ◽  
Author(s):  
O. N. Tkacheva ◽  
Yu. V. Kotovskaya ◽  
L. A. Aleksanyan ◽  
A. S. Milto ◽  
A. V. Naumov ◽  
...  

A novel coronavirus infection SARS-CoV-2 (COVID19) is especially dangerous for elderly and senile patients. Preventive measures for elderly people should cover three areas: 1) direct prevention of the viral infection, 2) preservation of the functional status and prevention of geriatric syndromes, including the use of social support measures, 3) control of comorbidities. The clinical pattern of COVID-19 in older patients may be atypical, while the mildness of symptoms (no fever, cough, shortness of breath) may not correspond to the severity of the prognosis. Delirium may be the first manifestation of COVID-19, which requires special care in its screening. Management of elderly and senile patients with COVID19 should include measures for delirium prevention, the detection and improvement of nutrition. The risk of malnutrition with sarcopenia increases with hospitalization of a patient, especially when using artificial ventilation, is associated with an unfavorable prognosis during hospitalization, accelerates the progression of senile asthenia and reduces the quality of life. Geriatric assessment is the cornerstone of determining the management of an elderly patient.


Biomeditsina ◽  
2020 ◽  
pp. 39-46
Author(s):  
A. S. Samoilov ◽  
Yu. D. Udalov ◽  
M. V. Sheyanov ◽  
A. V. Gholinsky ◽  
A. B. Litvinenko

This communication presents the experience of using mobile pressure chambers in patients with the confi rmed novel coronavirus infection in hospital settings. The obtained preliminary results indicate positive antihypoxic effects of hyperbaric oxygen therapy (HBO) applied in the form of increased saturation. After a session of HBO, patients demonstrated an increase in the oxygen saturation of capillary blood hemoglobin at the average level of 3.71 points. Differences between SatO2 levels prior to and following HBO treatment were signifi cant in the CT2, CT3 and CT4 groups (p0.05). As expected, the effi cacy of HBO in terms of the oxygen saturation of capillary blood hemoglobin was the greatest in the patient groups showing pronounced clinical and radiological changes in the lungs.


2020 ◽  
Vol 11 (SPL1) ◽  
pp. 1116-1121
Author(s):  
Pooja P. Thakre ◽  
Vinod Ade ◽  
Shweta Parwe

Coronavirus disease (CoViD-19) is an infection of the respiratory system caused due to various viruses affects the respiratory pathway, and it can spread from one person to another by coughing, sneezing or physical contact. Commonly include cough, cold, fever are the symptoms. Viral diseases increase worldwide concern, including emerging and chronic viruses. The invention of new anti-viral drugs from plants has implicit in the past. The Coronavirus disease 19 (COVID-19) caused due to severe acute respiratory syndrome, which is a transmittable and pathogenic viral infection. Several traditional medicines of plant origin having antimicrobial and anti-inflammatory properties some have been studied for their anti-viral properties and immune-modulating effects. Herbal drugs are now in massive requirement in the developing countries for primary health care not because of their economical but also for better civilising adequacy, improved compatibility with the human body and significantly fewer side effects. This review gives an overview of some critical traditionally used medicinal herbs with anti-viral properties—the literature regarding the drugs of this group, collected from Ayurveda classics. Research articles are collected from published material and discussed per therapeutic actions. Most of the Herbs are with Katu Rasa (pungent) and Ushna Virya (hot potency). They are indicated in diseases, viz. Kasa (cough), Shwas (asthma), Krumi (worm/ infection). Krumihara property drugs which are correlated with anti-viral action helps to prevent against Novel coronavirus infection.


2020 ◽  
Vol 11 (SPL1) ◽  
pp. 1198-1201
Author(s):  
Syed Yasir Afaque

In December 2019, a unique coronavirus infection, SARS-CoV-2, was first identified in the province of Wuhan in China. Since then, it spread rapidly all over the world and has been responsible for a large number of morbidity and mortality among humans. According to a latest study, Diabetes mellitus, heart diseases, Hypertension etc. are being considered important risk factors for the development of this infection and is also associated with unfavorable outcomes in these patients. There is little evidence concerning the trail back of these patients possibly because of a small number of participants and people who experienced primary composite outcomes (such as admission in the ICU, usage of machine-driven ventilation or even fatality of these patients). Until now, there are no academic findings that have proven independent prognostic value of diabetes on death in the novel Coronavirus patients. However, there are several conjectures linking Diabetes with the impact as well as progression of COVID-19 in these patients. The aim of this review is to acknowledge about the association amongst Diabetes and the novel Coronavirus and the result of the infection in such patients.


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