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2.
Adv Med Educ Pract ; 13: 883-892, 2022.
Article in English | MEDLINE | ID: covidwho-2070826

ABSTRACT

Background: The COVID-19 pandemic had serious implications on medical schools' programs that necessitated lots of adaptations of teaching, learning, and assessment to guarantee continuity of education in medical schools. Our study aimed to evaluate perspectives of clerkship students and faculty members regarding clinical teaching adaptations implemented during the COVID-19 pandemic. Methods: A descriptive, cross-sectional, survey-based study was conducted and targeted 5th and 6th year clerkship students and full- and part-time clinical faculty. The survey explored (1) perception of the degree of contribution of implemented adaptations to student achievement of expected clinical competencies, (2) degree of confidence regarding students' achievement of expected clinical competencies through such adaptations, and (3) perception of the effect of implemented educational adaptations on students' learning. Descriptive statistics were used, and statistical significance level was set at p < 0.05. Results: The survey exhibited high internal consistency. Both students and faculty members felt that most of the adaptations had moderate to high contribution to student achievement of expected clinical competencies. On a 5-point scale, the highest score was given by faculty members to "Interpretation of investigations" (3.93±0.84) while the lowest scores were given by faculty members (3.10±1.21) and students (2.57±1.36) to "Performing clinical procedures". Students and faculty members agreed that the adaptations had positive effect on students' learning except for the statement "Students were able to easily monitor their academic progress" where students gave less scores than faculty members, with a statistically significance difference (p=0.029). Conclusion: Students and faculty members had similar perspectives regarding the implemented adaptations and their impact and contribution to student learning and achievement of the basic clinical competencies. Both of them agreed on the need for and importance of the implemented adaptations. Our findings recommend such adaptations during the times of crises, which can be conducted through integrating online teaching with face-to-face teaching.

3.
Front Biosci (Landmark Ed) ; 27(9): 276, 2022 09 30.
Article in English | MEDLINE | ID: covidwho-2067596

ABSTRACT

Coronavirus disease 2019 (COVID-19) is a respiratory illness that started and rapidly became the pandemic of the century, as the number of people infected with it globally exceeded 253.4 million. Since the beginning of the pandemic of COVID-19, over two years have passed. During this hard period, several defies have been coped by the scientific society to know this novel disease, evaluate it, and treat affected patients. All these efforts are done to push back the spread of the virus. This article provides a comprehensive review to learn about the COVID-19 virus and its entry mechanism, its main repercussions on many organs and tissues of the body, identify its symptoms in the short and long terms, in addition to recognize the role of diagnosis imaging in COVID-19. Principally, the quick evolution of active vaccines act an exceptional accomplishment where leaded to decrease rate of death worldwide. However, some hurdels still have to be overcome. Many proof referrers that infection with CoV-19 causes neurological dis function in a substantial ratio of influenced patients, where these symptoms appear severely during the infection and still less is known about the potential long term consequences for the brain, where Loss of smell is a neurological sign and rudimentary symptom of COVID-19. Hence, we review the causes of olfactory bulb dysfunction and Anosmia associated with COVID-19, the latest appropriate therapeutic strategies for the COVID-19 treatment (e.g., the ACE2 strategy and the Ang II receptor), and the tests through the follow-up phases. Additionally, we discuss the long-term complications of the virus and thus the possibility of improving therapeutic strategies. Moreover, the main steps of artificial intelligence that have been used to foretell and early diagnose COVID-19 are presented, where Artificial intelligence, especially machine learning is emerging as an effective approach for diagnostic image analysis with performance in the discriminate diagnosis of injuries of COVID-19 on multiple organs, comparable to that of human practitioners. The followed methodology to prepare the current survey is to search the related work concerning the mentioned topic from different journals, such as Springer, Wiley, and Elsevier. Additionally, different studies have been compared, the results are collected and then reported as shown. The articles are selected based on the year (i.e., the last three years). Also, different keywords were checked (e.g., COVID-19, COVID-19 Treatment, COVID-19 Symptoms, and COVID-19 and Anosmia).


Subject(s)
COVID-19 Drug Treatment , COVID-19 , Vaccines , Angiotensin-Converting Enzyme 2 , Anosmia , Artificial Intelligence , COVID-19/complications , Humans
5.
Adv Med Educ Pract ; 13: 407-418, 2022.
Article in English | MEDLINE | ID: covidwho-1833883

ABSTRACT

Background: The COVID-19 pandemic led to profound restrictions on the face-to-face learning and assessment in all educational institutions, particularly the medical schools. The College of Medicine and Medical Sciences of the Arabian Gulf University (CMMS-AGU) conducted the final exams, both theoretical and clinical components, for its MD students online. This study was conducted to evaluate the utility of online clinical exams held at CMMS-AGU. Methods: This is a cross-sectional, mixed method study that included samples from final year medical students, examiners, and heads of clinical departments. Data were collected through surveys, structured interviews, documents' review, and calculation of online examination's psychometrics. Descriptive statistics were used. Quantitative data were presented in the form of means and standard deviations. Responses of heads of clinical departments in the structured interview were transcribed and analyzed thematically based on three pre-established themes. Results: Quantitative and qualitative data on the utility (validity, reliability, acceptability, educational impact, and cost and feasibility) of online objective structured clinical examination (OSCE) were collected. Content validity of the online clinical examination was established through high mean scores of content representativeness, which was confirmed by the heads of clinical departments regarding the proper coverage of clinical skills. Criterion validity was established through a high correlation between clinical and theoretical exam results (r = 0.75). Reliability of the exam was established through an acceptable Cronbach's alpha value (0.70 to 0.78) over the four days of the examinations. The examinations were perceived as highly acceptable by both students and examiners. High educational impact was inferred from students' responses and review of documents. The examination was found to be feasible and of reasonable cost. Conclusion: Online OSCE might be a good alternative of conventional clinical assessments in times of crises and impossibility of having in-person contact between students, examiners, and patients. An important major drawback is still present in such initiatives, which is the inability to assess students' physical examination skills.

6.
J Med Life ; 15(3): 350-358, 2022 Mar.
Article in English | MEDLINE | ID: covidwho-1811951

ABSTRACT

COVID-19 is a pandemic disease caused by SARS-CoV-2, which is an RNA virus similar to the hepatitis C virus (HCV) in the replication process. Sofosbuvir/ledipasvir is an approved drug to treat HCV infection. This study investigates the efficacy of Sofosbuvir/ledipasvir as a treatment for patients with moderate COVID-19 infection. This is a single-blinded parallel-randomized controlled trial. The participants were randomized equally into the intervention group that received Sofosbuvir/ledipasvir (S.L. group), and the control group received Oseltamivir, Hydroxychloroquine, and Azithromycin (OCH group). The primary outcomes were the cure rate over time and the incidence of serious adverse events. The secondary outcomes included the laboratory findings. 250 patients were divided equally into each group. Both groups were similar regarding gender, but age was higher in the S.L. group (p=0.001). In the S.L. group, 89 (71.2%) patients were cured, while only 51 (40.8%) patients were cured in the OCH group. The cure rate was significantly higher in the S.L. group (RR=1.75, p<0.001). Kaplan-Meir plot showed a considerably higher cure over time in the S.L. group (Log-rank test, p=0.032). There were no deaths in the S.L. group, but there were six deaths (4.8%) in the OCH group (RR=0.08, p=0.013). Seven patients (5.6%) in the S.L. group and six patients (4.8%) in the OCH group were admitted to the intensive care unit (ICU) (RR=1.17, P=0.776). There were no significant differences between treatment groups regarding total leukocyte and neutrophils count, lymph, and urea. Sofosbuvir/ledipasvir is suggestive of being effective in treating patients with moderate COVID-19 infection. Further studies are needed to compare Sofosbuvir/ledipasvir with new treatment protocols.


Subject(s)
COVID-19 Drug Treatment , Hepatitis C, Chronic , Hepatitis C , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Benzimidazoles , Drug Therapy, Combination , Egypt , Fluorenes , Genotype , Hepacivirus , Hepatitis C, Chronic/drug therapy , Humans , Ribavirin/adverse effects , SARS-CoV-2 , Sofosbuvir/pharmacology , Sofosbuvir/therapeutic use , Treatment Outcome , Uridine Monophosphate/adverse effects
7.
Molecules ; 27(9)2022 Apr 20.
Article in English | MEDLINE | ID: covidwho-1792594

ABSTRACT

COVID-19 is still a global pandemic that has not been stopped. Many traditional medicines have been demonstrated to be incredibly helpful for treating COVID-19 patients while fighting the disease worldwide. We introduced 10 bioactive compounds derived from traditional medicinal plants and assessed their potential for inhibiting viral spike protein (S-protein), Papain-like protease (PLpro), and RNA dependent RNA polymerase (RdRp) using molecular docking protocols where we simulate the inhibitors bound to target proteins in various poses and at different known binding sites using Autodock version 4.0 and Chimera 1.8.1 software. Results found that the chicoric acid, quinine, and withaferin A ligand strongly inhibited CoV-2 S -protein with a binding energy of -8.63, -7.85, and -7.85 kcal/mol, respectively. Our modeling work also suggested that curcumin, quinine, and demothoxycurcumin exhibited high binding affinity toward RdRp with a binding energy of -7.80, -7.80, and -7.64 kcal/mol, respectively. The other ligands, namely chicoric acid, demothoxycurcumin, and curcumin express high binding energy than the other tested ligands docked to PLpro with -7.62, -6.81, and -6.70 kcal/mol, respectively. Prediction of drug-likeness properties revealed that all tested ligands have no violations to Lipinski's Rule of Five except cepharanthine, chicoric acid, and theaflavin. Regarding the pharmacokinetic behavior, all ligand predicted to have high GI-absorption except chicoric acid and theaflavin. At the same way chicoric acid, withaferin A, and withanolide D predicted to be substrate for multidrug resistance protein (P-gp substrate). Caffeic acid, cepharanthine, chicoric acid, withaferin A, and withanolide D also have no inhibitory effect on any cytochrome P450 enzymes. Promisingly, chicoric acid, quinine, curcumin, and demothoxycurcumin exhibited high binding affinity on SARS-CoV-2 target proteins and expressed good drug-likeness and pharmacokinetic properties. Further research is required to investigate the potential uses of these compounds in the treatment of SARS-CoV-2.


Subject(s)
COVID-19 Drug Treatment , Curcumin , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Humans , Ligands , Molecular Docking Simulation , Peptide Hydrolases , Quinine , RNA-Dependent RNA Polymerase , SARS-CoV-2
8.
Int J Mol Sci ; 23(7)2022 Apr 03.
Article in English | MEDLINE | ID: covidwho-1776251

ABSTRACT

Two tetradentate dibasic chelating Schiff base iron (III) chelates were prepared from the reaction of 2,2'-((1E,1'E)-(1,2-phenylenebis(azanylylidene))bis(methanylylidene))bis(4-bromophenol) (PDBS) and 2,2'-((1E,1'E)-((4-chloro-1,2-phenylene)bis(azanylylidene))-bis(methanylylidene))bis(4-bromophenol) (CPBS) with Fe3+ ions. The prepared complexes were fully characterized with spectral and physicochemical tools such as IR, NMR, CHN analysis, TGA, UV-visible spectra, and magnetic moment measurements. Moreover, geometry optimizations for the synthesized ligands and complexes were conducted using the Gaussian09 program through the DFT approach, to find the best structures and key parameters. The prepared compounds were tested as antimicrobial agents against selected strains of bacteria and fungi. The results suggests that the CPBSFe complex has the highest activity, which is close to the reference. An MTT assay was used to screen the newly synthesized compounds against a variety of cell lines, including colon cancer cells, hepatic cellular carcinoma cells, and breast carcinoma cells. The results are expressed by IC50 value, in which the 48 µg/mL value of the CPBSFe complex indicates its success as a potential anticancer agent. The antioxidant behavior of the two imine chelates was studied by DPPH assay. All the tested imine complexes show potent antioxidant activity compared to the standard Vitamin C. Furthermore, the in vitro assay and the mechanism of binding and interaction efficiency of the tested samples with the receptor of COVID-19 core protease viral protein (PDB ID: 6lu7) and the receptor of Gram-negative bacteria (Escherichia coli, PDB ID: 1fj4) were investigated using molecular docking experiments.


Subject(s)
COVID-19 Drug Treatment , Imines , Chelating Agents/chemistry , Chelating Agents/pharmacology , DNA/chemistry , Density Functional Theory , Ferric Compounds , Humans , Imines/chemistry , Imines/pharmacology , Molecular Docking Simulation , Pharmaceutical Preparations
9.
Front Med (Lausanne) ; 9: 791352, 2022.
Article in English | MEDLINE | ID: covidwho-1709029

ABSTRACT

BACKGROUND: COVID-19 pandemic forced educational institutions to adopt online methods which were inevitable to keep continuity of education across all academia after suspension of traditional educational systems. The aim of this study was to explore the experience of faculty and students of online and face-to-face learning, and their preference of the mode of learning after the pandemic. METHODS: This is a mixed-method study. Quantitative data was collected through a survey from 194 medical students and 33 faculty members, while qualitative data was collected through two focus group discussions with 9 students and another two with 13 faculty members. Quantitative variables were presented as means and standard deviations. Paired samples t-test and Chi-square test were used. Thematic analysis of qualitative data was used to code, interpret, and make sense of data. RESULTS: Mean scores of responses of faculty members and students were higher for face-to-face and blended learning compared to online learning in all survey statements with statistically significant differences. More than half of the students (53.1%) preferred the face-to-face mode of learning, while most of the faculty members (60.6%) preferred the blended mode of learning. Qualitative analysis identified five themes, namely: "Transforming the way theoretical teaching sessions are given," "Face-to-face teaching at campus cannot be replaced for some types of education," "Interaction in online sessions is limited," "Problems and challenges of online examinations," and "Technical issues and challenges of online education." It revealed suggestions that at least 30% of the curriculum could be taught online post-COVID-19. Some aspects of clinically oriented teaching including history taking and case discussions can also be delivered online in the future. Faculty members and students reported that dealing with online education was not difficult, although the transition was not smooth. CONCLUSION: Medical students and faculty members were in favor of face-to-face and blended modes of learning. However, they perceived online mode of learning as an acceptable adaptation in theoretical teaching and in some clinically oriented teaching including history taking and clinical case discussions. Although face-to-face education in medicine is irreplaceable, the blended mode of learning remains an acceptable and practical solution for the post-COVID era.

10.
Z Gesundh Wiss ; 30(2): 435-440, 2022.
Article in English | MEDLINE | ID: covidwho-1629472

ABSTRACT

AIM: The main purpose of the study is to assess the awareness of a group of Egyptians about COVID-19 infection and their perception of the role of dentists in its prevention. SUBJECTS AND METHODS: An observational cross-sectional survey included 74 participants who attended Minia University Dental Hospital, Minia City, Egypt, from 10 March to 2 April 2020. A face-to-face interview using an anonymous questionnaire was carried out in this study. The questionnaire contained 20 questions divided into three parts; the first part included the participants' baseline characteristics. The second part analyzed the participants' awareness of COVID-19 infection through ten questions. Finally, four questions outlined participants' perception of the role of dentists in preventing the spread of COVID-19. RESULTS: Overall participant awareness was adequate at 55.4%. The percentages of "good" and "poor" overall awareness scores were 40.5% and 4.1%, respectively. Most respondents' perception of dentists' role in COVID-19 prevention was poor. All baseline characteristics showed no statistically significant difference related to the participants' awareness about COVID-19 infection and its spread (p > 0.05). CONCLUSION: From the findings of the present pilot study, it can be concluded that the general population's awareness of COVID-19 infection and its route of transmission was adequate. Participants' understanding of the role of dentists in COVID-19 prevention was poor.

11.
Adv Med Educ Pract ; 13: 11-25, 2022.
Article in English | MEDLINE | ID: covidwho-1627534

ABSTRACT

BACKGROUND: Crises in academia can best be dealt with as a polarity that needs to be leveraged rather than a problem that needs to be solved. This work aimed at utilizing the Polarity Approach for Continuity and Transformation (PACT)™ to establish a guide for medical schools during times of crisis to minimize the effect of crisis-driven decisions on strategic growth. SUBJECTS AND METHODS: A qualitative study following the 5-Steps of the PACT process was conducted. A virtual mapping session was held with 108 medical educators from 22 countries to determine the upsides and downsides of strategic orientation and crisis management subsequently. RESULTS: Four polarity maps were generated identifying four tension areas; University reputation, mission, teams, and individuals followed by a 72-item assessment and another mapping session to map the warning signs and action steps. A comparison between private school scores and the whole cohort of respondents showed that private schools had the least problems in team-oriented work. CONCLUSION: This study highlighted the importance of taking measures to communicate the mission and supporting team functions inside universities either by enhancing resources or utilizing time and effort-saving strategies.

12.
Applied Organometallic Chemistry ; : 1, 2021.
Article in English | Academic Search Complete | ID: covidwho-1490697

ABSTRACT

In this study, five novel complexes for Co(II), Ni(II), VO(II), Cr(III), and La(III) ions were synthesized from a tridentate NNO monobasic chelating Schiff base ligand, (Z)‐2‐((pyridin‐2‐ylimino)methyl)phenol (HL). Spectral and analytical tools were applied to elucidate the structural compositions of the new compounds. Then, geometry optimization was conducted for all the syntheses by the Gaussian 09 program via the density functional theory method to obtain optimal structures and the most essential parameters. Moreover, the biochemical behaviors of all the syntheses were explored based on the reactivity, which was tested against various cancer cell lines (HepG‐2, MCF‐7, and HCT‐116). The complexes exhibited an interestingly antiproliferative potential against human cancer cell lines, and the cytotoxicities of the new complexes were arranged to follow the order: VOL > CrL > NiL > LaL > CoL > HL. The antioxidant behaviors of the complexes were studied using the DPPH assay, and VOL showed the maximum antioxidant activity, followed by LaL. The antibacterial activities of the HL ligand and its complexes were studied. Moreover, the binding nature of the complexes with calf thymus DNA (CT‐DNA) was investigated based on the spectrophotometric absorption titration, viscosity, and gel electrophoresis methods. The binding ability of the complexes with CT‐DNA was proposed to be just intercalation or replacement mode. The intrinsic binding constant Kb was calculated and arranged based on the following order: VOL (5.2 × 105) > CrL (3.6 × 105) > NiL (3.3 × 105) > LaL (3.0 × 105) > CoL (1.12 × 105) mol−1 dm−3. Docking investigations were performed using the receptors of COVID‐19's main protease viral protein (PDB ID: 6LU7) and Escherichia coli (gram [–ve] bacteria [PDB ID: 1fj4]). [ABSTRACT FROM AUTHOR] Copyright of Applied Organometallic Chemistry is the property of John Wiley & Sons, Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

13.
J Imaging ; 6(9)2020 Sep 11.
Article in English | MEDLINE | ID: covidwho-1378442

ABSTRACT

Recently, our world witnessed major events that attracted a lot of attention towards the importance of automatic crowd scene analysis. For example, the COVID-19 breakout and public events require an automatic system to manage, count, secure, and track a crowd that shares the same area. However, analyzing crowd scenes is very challenging due to heavy occlusion, complex behaviors, and posture changes. This paper surveys deep learning-based methods for analyzing crowded scenes. The reviewed methods are categorized as (1) crowd counting and (2) crowd actions recognition. Moreover, crowd scene datasets are surveyed. In additional to the above surveys, this paper proposes an evaluation metric for crowd scene analysis methods. This metric estimates the difference between calculated crowed count and actual count in crowd scene videos.

14.
J Mol Struct ; 1247: 131348, 2022 Jan 05.
Article in English | MEDLINE | ID: covidwho-1364370

ABSTRACT

For first time the new N-picolinoypicolinlamide was obtained as in situ ligand during the reaction of 2,4,6-ris(2-pyridyl)-,3,5-triazine with aqueous solution of CuNO3·3H2O and formed the corresponding complex [Cu(dipicolinoylamide)(NO3)(H2O)]. The crystal structure of the obtained complex was determined by x-ray structure. The complex crystallizes in space group P21/n, a = 10.2782(9) Å, b = 7.5173(6) Å, c = 17.738(2) Å, α = 90.00°, ß = 91.368(1)°, γ = 90.00°, V = 1370.1(2) Å3, Z = 4. The copper center has a distorted octahedral geometry. DFT calculations show good agreement between theoretical and X-ray data. The Molecular docking studies were executed to consider the nature of binding and binding affinity of the synthesized compounds with the receptor of COVID-19 main protease viral protein (PDB ID: 6lu7), the receptor of gram -ve bacteria (Escherichia coli, PDB ID: 1fj4) and the receptor of gram +ve bacteria (Staphylococcus aureus, PDB ID: 3q8u and Proteus PDB ID: 5i39) and with human DNA. Finally, in silico ADMET predictions was also examined.

15.
Adv Med Educ Pract ; 12: 755-768, 2021.
Article in English | MEDLINE | ID: covidwho-1315905

ABSTRACT

BACKGROUND: While online education is by no means a new concept, it was recently thrust into the spotlight after school campuses all over the world were forced to close because of the COVID-19 pandemic. The sudden need to shift revealed emerging challenges to online teaching, both logistic and personal. One important challenge is the ability to assess the readiness of educators for online teaching, so that appropriate and specific feedback/training can be offered to those in need. This study aims at developing, validating, and implementing a tool to measure the teachers' readiness for online teaching in three medical schools from three different countries. METHODS: This was a multi-center, cross-sectional study that involved developing a survey through review of literature and previous studies, item development and revision, and pilot testing. The survey was then distributed electronically to a convenient sample of 217 teaching faculty members of different academic ranks from three medical schools in Egypt, Saudi Arabia, and Bahrain. Exploratory factor analysis and reliability study were performed. Descriptive statistics were applied, and the statistical significance level was set at 0.05. RESULTS: Factor analysis produced the following five factors: "Online Teaching and Course Design Skills", "Digital Communication", "Basic Computer Skills", "Advanced Computer Skills" and "Using Learning Management Systems". The tool showed high reliability (alpha = 0.94). Survey results showed highest mean scores for Basic Computer Skills with lower scores for Online Teaching and Course Design Skills and Using Learning Management Systems. ANOVA revealed statistically significant differences between the three studied schools regarding Digital Communication (F=5.13; p=0.007) and Basic Computer Skills (F=4.47; p=0.012) factors. CONCLUSION: The tool proved to be reliable and valid. Results indicated an overall acceptable readiness in the three involved schools, with a need for improvement in "Online Teaching and Course Design" and Using Learning Management Systems.

16.
BMC Med Educ ; 21(1): 339, 2021 Jun 10.
Article in English | MEDLINE | ID: covidwho-1266484

ABSTRACT

BACKGROUND: With the strike of Covid-19, an unprecedented rapid shift to remote learning happened worldwide with a paradigm shift to online learning from an institutional adjuvant luxury package and learner choice into a forced solo choice. This raises the question of quality assurance. While some groups have already established standards for online courses, teaching and programs yet very little information is included on methodology of their development and very little emphasis is placed on the online learning experience. Nevertheless, no work has been done specifically for medical education institutions. AIM: To develop a set of descriptors for best practice in online learning in medical education utilizing existing expertise and needs. METHODS: This work utilizes a qualitative multistage approach to identify the descriptors of best practice in online learning starting with a question guided focus group, thematic analysis, Delphi technique and an expert consensus session done simultaneously for triangulation. This was done involving 32 institution in 19 countries. RESULTS: This materialized into the development of a set of standards, indicators, and development of a checklist for each standard area. The standard areas identified were organizational capacity, educational effectiveness, and human resources each of which listed a number of standards. Expert consensus sessions identified the need for qualification of data and thus the development of indicators for best practice. CONCLUSION: Standards are needed for online learning experience and their development and redesign is situational and needs to be enhanced methodologically in axes that are pertaining to the needs of the education community. Taking such axes into consideration by educators and institutions will lead to planning and implementing successful online learning activities, while taking them into consideration by the evaluators will help them conduct comprehensive audits and provide stakeholders with highly informative evaluation reports.


Subject(s)
COVID-19 , Education, Distance , Education, Medical , Focus Groups , Humans , SARS-CoV-2
17.
J Imaging ; 7(5)2021 Apr 28.
Article in English | MEDLINE | ID: covidwho-1224049

ABSTRACT

The COVID-19 pandemic has been deemed a global health pandemic. The early detection of COVID-19 is key to combating its outbreak and could help bring this pandemic to an end. One of the biggest challenges in combating COVID-19 is accurate testing for the disease. Utilizing the power of Convolutional Neural Networks (CNNs) to detect COVID-19 from chest X-ray images can help radiologists compare and validate their results with an automated system. In this paper, we propose a carefully designed network, dubbed CORONA-Net, that can accurately detect COVID-19 from chest X-ray images. CORONA-Net is divided into two phases: (1) The reinitialization phase and (2) the classification phase. In the reinitialization phase, the network consists of encoder and decoder networks. The objective of this phase is to train and initialize the encoder and decoder networks by a distribution that comes out of medical images. In the classification phase, the decoder network is removed from CORONA-Net, and the encoder network acts as a backbone network to fine-tune the classification phase based on the learned weights from the reinitialization phase. Extensive experiments were performed on a publicly available dataset, COVIDx, and the results show that CORONA-Net significantly outperforms the current state-of-the-art networks with an overall accuracy of 95.84%.

18.
Fam Med Community Health ; 9(2)2021 04.
Article in English | MEDLINE | ID: covidwho-1195851

ABSTRACT

OBJECTIVES: To review the pathophysiology of COVID-19 disease, potential aspirin targets on this pathogenesis and the potential role of aspirin in patients with COVID-19. DESIGN: Narrative review. SETTING: The online databases PubMed, OVID Medline and Cochrane Library were searched using relevant headlines from 1 January 2016 to 1 January 2021. International guidelines from relevant societies, journals and forums were also assessed for relevance. PARTICIPANTS: Not applicable. RESULTS: A review of the selected literature revealed that clinical deterioration in COVID-19 is attributed to the interplay between endothelial dysfunction, coagulopathy and dysregulated inflammation. Aspirin has anti-inflammatory effects, antiplatelet aggregation, anticoagulant properties as well as pleiotropic effects on endothelial function. During the COVID-19 pandemic, low-dose aspirin is used effectively in secondary prevention of atherosclerotic cardiovascular disease, prevention of venous thromboembolism after total hip or knee replacement, prevention of pre-eclampsia and postdischarge treatment for multisystem inflammatory syndrome in children. Prehospital low-dose aspirin therapy may reduce the risk of intensive care unit admission and mechanical ventilation in hospitalised patients with COVID-19, whereas aspirin association with mortality is still debatable. CONCLUSION: The authors recommend a low-dose aspirin regimen for primary prevention of arterial thromboembolism in patients aged 40-70 years who are at high atherosclerotic cardiovascular disease risk, or an intermediate risk with a risk-enhancer and have a low risk of bleeding. Aspirin's protective roles in COVID-19 associated with acute lung injury, vascular thrombosis without previous cardiovascular disease and mortality need further randomised controlled trials to establish causal conclusions.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal , Aspirin , COVID-19 , Thromboembolism , Adult , Aged , Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Aspirin/administration & dosage , Aspirin/adverse effects , Aspirin/therapeutic use , COVID-19/complications , COVID-19/physiopathology , COVID-19/therapy , Humans , Inflammation , Middle Aged , Practice Guidelines as Topic , Thromboembolism/drug therapy , Thromboembolism/etiology , Thromboembolism/prevention & control
19.
J Microsc Ultrastruct ; 8(4): 186-192, 2020.
Article in English | MEDLINE | ID: covidwho-1000442

ABSTRACT

BACKGROUND: Several institutions adopted innovative approaches to ensure continued learning for their students during the COVID-19 pandemic. All curricular innovations should undergo curriculum evaluation; hence, the objective of this paper was to share the salient features of evaluation using faculty and student's feedback on curricular adaptations implemented through digital transformation in a Medical School in Arabian Gulf during the COVID-19 pandemic, using a structured questionnaire. METHODOLOGY: After getting informed consent, feedback about acceptability and limitations regarding various aspects of curricular adaptations was obtained from students and faculty, using a structured and validated questionnaire. The response rate from faculty and students was 90% and 60%, respectively. The qualitative responses were analyzed using thematic analysis. RESULTS: About 97% agreed that Modular Object-Oriented Dynamic Learning Environment, ZOOM, and Examsoft platforms were effective for curriculum delivery and assessment. 85% agreed that they were able to maintain online interactivity and 92% conveyed their willingness to continue to use these digital innovations even after the end of pandemic. "Lack of interactivity," "missed clinical training," "live sessions were more engaging than recorded ones" were the prominent themes emerged out of thematic analysis. All faculty and students expressed concern over the lack of clinical training involving real patients. All of them expressed appreciation to the university and faculty for their enormous efforts. CONCLUSION: Innovative ways should be considered to start clinical teaching with real patients, during pandemic. The learning outcomes of digital learning should be validated across all institutions. New indicators related to "digital learning" should be considered for accreditation of medical schools.

20.
J Microsc Ultrastruct ; 8(4): 193-197, 2020.
Article in English | MEDLINE | ID: covidwho-1000441

ABSTRACT

BACKGROUND: Medical education is facing great challenges and uncertainties amidst the COVID-19 pandemic. AIMS AND OBJECTIVES: This article aims to provide tips that can provide a guide for medical education leaders to coordinate crisis management referring to the Egyptian context. MATERIALS AND METHODS: This work was done using a reflection on the COVID-19 response by Egyptian universities and analysis of such responses. RESULTS: Medical Education Institutions are required to build a taskforce team for crisis management. These should be committed to supporting sudden online education transition, academic support, and the psychological well-being of students, staff members, health care professionals, paramedics, and faculty administration. As the situation evolves, the taskforce has to monitor the challenges and provide appropriate plans, guidance, and solutions. Leaders in medical education have a crucial role in response to the pandemic crisis in securing a successful educational process while ensuring the mental and psychological well-being of the stakeholders. CONCLUSION: Crisis management is the skill of the future and more investment needs to be placed in designing crisis response and in enabling universities to accommodate this response.

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