Medicine and Health Sciences Commons^™

Assessment During Covid-19: Quality Assurance Of An Online Open Book Formative Examination For Undergraduate Medical Students, Javeria Rehman, Rahila Ali Mazhar, Azam Afzal, Sara Shakil, Amber Shahmim Sultan, Romana Idress, Syeda Sadia Fatima

Department of Pathology and Laboratory Medicine

Background: The spread of COVID-19 pandemic in early 2020 compelled all the educational activities, including medical education to be shifted from face-to-face interaction to a virtual platform. This shift provided opportunities for exploring online assessment modalities. One such assessment method is an online open book exam which is a unique concept in medical education of Pakistan. Limited information is available in literature regarding open book exam for the basic science subjects. Hence, the objective of the study was to determine the quality of the open book exam administered as a pilot project to the first-year medical students.
Methods: It was …

Simultaneous Onset Of Haematological Malignancy And Covid: An Epicovideha Survey, Chiara Cattaneo, Jon Salmanton-García, Francesco Marchesi, Shaimaa El-Ashwah, Federico Itri, Barbora Weinbergerová, Maria Gomes Da Silva, Michelina Dargenio, Julio Dávila-Valls, Natasha Ali

Department of Pathology and Laboratory Medicine

Background: The outcome of patients with simultaneous diagnosis of haematological malignancies (HM) and COVID-19 is unknown and there are no specific treatment guidelines.
Methods: We describe the clinical features and outcome of a cohort of 450 patients with simultaneous diagnosis of HM and COVID-19 registered in the EPICOVIDEHA registry between March 2020 to February 2022.
Results: Acute leukaemia and lymphoma were the most frequent HM (35.8% and 35.1%, respectively). Overall, 343 (76.2%) patients received treatment for HM, which was delayed for longer than one month since diagnosis in 57 (16.6%). An overall response rate was observed in 140 (40.8%) patients …

Understanding The Mental Health Impact And Needs Of Public Healthcare Professionals During Covid-19 In Pakistan : A Qualitative Study, Waqas Hameed, Anam Shahil Feroz, Bilal Iqbal Avan, Bushra Khan, Zafar Fatmi, Noreen Afzal, Hussain Jafri, Mansoor Ali Wassan, Sameen Siddiqi

Community Health Sciences

Objectives: A dearth of qualitative studies constrains in-depth understanding of health service providers' perspectives and experiences regarding the impact of COVID-19 on their mental health. This study explored the mental health impact and needs of of public sector healthcare workers during COVID-19 who working in secondary-level and tertiary-level healthcare settings of Pakistan.
Design: An exploratory qualitative study.
Setting: Twenty-five secondary-level and eight tertiary-level public hospitals of Sindh and Punjab provinces of Pakistan.
Participants: In-depth interviews were conducted with 16 health service providers and 40 administrative personnel. Study data were analysed on NVivo V.11 using the conventional content analysis technique.
Results: …

Covid-19, Nutrition, And Gender: An Evidence-Informed Approach To Gender-Responsive Policies And Programs, Anna Kalbarczyk, Noora-Lisa Aberman, Bregje S M Van Asperen, Rosemary Morgan, Zulfiqar Ahmed Bhutta, Bianca Carducci, Rebecca Heidkamp, Saskia Osendarp, Neha Kumar, Anna Lartey

Department of Paediatrics and Child Health

In addition to the direct health impacts of COVID-19, government and household mitigation measures have triggered negative indirect economic, educational, and food and health system impacts, hitting low-and middle-income countries the hardest and disproportionately affecting women and girls. We conducted a gender focused analysis on five critical and interwoven crises that have emerged because of the COVID-19 crisis and exacerbated malnutrition and food insecurity. These include restricted mobility and isolation; reduced income; food insecurity; reduced access to essential health and nutrition services; and school closures. Our approach included a theoretical gender analysis, targeted review of the literature, and a visual …

Suicide Numbers During The First 9-15 Months Of The Covid-19 Pandemic Compared With Pre-Existing Trends: An Interrupted Time Series Analysis In 33 Countries, Jane Pirkis, David Gunnell, Sangsoo Shin, Marcos Del Pozo-Banos, Vikas Arya, Pablo Analuisa Aguilar, Louis Appleby, S. M. Yasir Arafat, Ella Arensman, Murad Khan

Department of Psychiatry

Background: Predicted increases in suicide were not generally observed in the early months of the COVID-19 pandemic. However, the picture may be changing and patterns might vary across demographic groups. We aimed to provide a timely, granular picture of the pandemic's impact on suicides globally.
Methods: We identified suicide data from official public-sector sources for countries/areas-within-countries, searching websites and academic literature and contacting data custodians and authors as necessary. We sent our first data request on 22nd June 2021 and stopped collecting data on 31st October 2021. We used interrupted time series (ITS) analyses to model the association between the …

Menstrual Irregularities Following Covid-19 Vaccination: A Global Cross-Sectional Survey, Azza Sarfraz, Zouina Sarfraz, Muzna Sarfraz, Zainab Nadeem, Miguel Felix, Ivan Cherrez-Ojeda

Department of Paediatrics and Child Health

Introduction: The coronavirus disease 2019 (COVID-19) vaccination generates protective immunity against SARS-CoV-2 infection. There is no clear evidence of COVID-19 vaccine-induced menstrual irregularities.
Objective: To identify potential menstrual irregularities following COVID-19 vaccine among females.
Methods: A worldwide cross-sectional survey study was conducted from June 10, 2021, to July 10, 2021 using online mediums. The survey consisted of 15 questions divided into baseline characteristics, vaccination status and dosage, menstruation and relate factors, and thoughts and knowledge about menstrual irregularities. Non-probability convenience sampling method was used including 510 responses. The results were tabulated, with bivariate analysis and chi-square test results. The sensitivity …

Informing Healthcare Operations With Integrated Pathology, Clinical, And Epidemiology Data: Lessons From A Single Institution In Kenya During Covid-19 Waves, Allan Njau, Jemimah Kimeu, Jaimini Gohil, David Nganga

Pathology, East Africa

Pathology, clinical care teams, and public health experts often operate in silos. We hypothesized that large data sets from laboratories when integrated with other healthcare data can provide evidence that can be used to optimize planning for healthcare needs, often driven by health-seeking or delivery behavior. From the hospital information system, we extracted raw data from tests performed from 2019 to 2021, prescription drug usage, and admission patterns from pharmacy and nursing departments during the COVID-19 pandemic in Kenya (March 2020 to December 2021). Proportions and rates were calculated. Regression models were created, and a t-test for differences between …

Covad Survey 2 Long-Term Outcomes: Unmet Need And Protocol, Zoha Zahid Fazal, Parikshit Sen, Mrudula Joshi, Naveen Ravichandran, James B. Lilleker, Vishwesh Agarwal, Sinan Kardes, Minchul Kim, Jessica Day, Ashima Makol

Medical College Documents

Vaccine hesitancy is considered a major barrier to achieving herd immunity against COVID-19. While multiple alternative and synergistic approaches including heterologous vaccination, booster doses, and antiviral drugs have been developed, equitable vaccine uptake remains the foremost strategy to manage pandemic. Although none of the currently approved vaccines are live-attenuated, several reports of disease flares, waning protection, and acute-onset syndromes have emerged as short-term adverse events after vaccination. Hence, scientific literature falls short when discussing potential long-term effects in vulnerable cohorts. The COVAD-2 survey follows on from the baseline COVAD-1 survey with the aim to collect patient-reported data on the long-term …

Social Contributors For The Rise Of Covid-19 Infections In South Asia: A Large Cross-Sectional Survey, Zouina Sarfraz, Azza Sarfraz, Muzna Sarfraz, Nishwa Azeem, Namrata Hange, Miguel Felix, Ivan Cherrez-Ojeda

Department of Paediatrics and Child Health

Background: The ongoing global coronavirus disease 2019 (COVID-19) pandemic, caused by the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) was first reported in South Asia on 30th January 2020 in India. Ever since, certain countries have witnessed multiple waves of COVID-19, requiring attention by public health experts and strategists in the region. The objectives of this study are to assess social contributors to the recurrent waves of COVID-19 in South Asia including first demographic traits, second household characteristics and social measures, third workplace trends and personal protective equipment use, and fourth satisfaction and attitudes concerning public health measures and vaccination status. …

Microplastics In Freshly Fallen Snow: How May It Adversely Impact Human Health And Exacerbate The Covid-19 Crisis?, Ayesha Liaquat, Aleena Kashif, Sushma Rathi, Alishba Raza

Medical College Documents

No abstract provided.

The Impact Of The Covid-19 Pandemic On Patients With Chronic Liver Disease: Results From The Global Liver Registry, Zobair M. Younossi, Yusuf Yilmaz, Mohamed El-Kassas, Ajay Duseja, Saeed Hamid, Gamal Esmat, Nahum Méndez-Sánchez, Wah Kheong Chan, Ashwani K. Singal, Brian Lam

Department of Medicine

Patients with preexisting chronic liver disease (CLD) may experience a substantial burden from both coronavirus 2019 (COVID-19) infection and pandemic-related life disruption. We assessed the impact of the COVID-19 pandemic on patients with CLD. Patients enrolled in our Global Liver Registry were invited to complete a COVID-19 survey. As of June 2021, 2500 patients (mean age ± SD, 49 ± 13 years; 53% men) from seven countries completed the survey. Of all survey completers, 9.3% had COVID-19. Of these patients, 19% were hospitalized, 13% needed oxygen support, but none required mechanical ventilation. Of all patients including those not infected with …

Disparities In Adult Critical Care Resources Across Pakistan: Findings From A National Survey And Assessment Using A Novel Scoring System, Mustafa Ali Khan, Hamna Shahbaz, Ali Aahil Noorali, Anam Noor Ehsan, Mareeha Zaki, Fahham Asghar, Mohammed Moizul Hassan, Haroon Muhammad Arshad, Muhammad Sohaib, Adil H. Haider

Medical College Documents

Background: In response to the COVID-19 pandemic, concerted efforts were made by provincial and federal governments to invest in critical care infrastructure and medical equipment to bridge the gap of resource-limitation in intensive care units (ICUs) across Pakistan. An initial step in creating a plan toward strengthening Pakistan's baseline critical care capacity was to carry out a needs-assessment within the country to assess gaps and devise strategies for improving the quality of critical care facilities.
Methods: To assess the baseline critical care capacity of Pakistan, we conducted a series of cross-sectional surveys of hospitals providing COVID-19 care across the country. …

A Changing Epidemic And The Rise Of Opioid-Stimulant Co-Use, Saeed Ahmed, Zouina Sarfraz, Azza Sarfraz

Department of Paediatrics and Child Health

No abstract provided.

A Qualitative Inquiry On Smokers’ Perceptions Of Smoking Cessation During Covid-19, Sajid Iqbal, Rubina Barolia, Kiran Iftikhar, Pammla Petrucka, Jeniefer Anastasi, Faris Farooq Saeed Khan, Naheed Feroz Ali

School of Nursing & Midwifery

Background: This qualitative exploratory study explores smokers’ perspectives regarding smoking cessation processes amid the COVID-19 pandemic.
Methods: Purposive sampling was employed to conduct semi-structured interviews with cigarette smokers visiting cardiac and pulmonary clinics at a tertiary care hospital in Karachi, Pakistan. Thematic analysis was performed to identify themes from the participants’ responses.
Results: Three themes emerged from the thematic analysis. These were smoking cessation facilitators, smoking cessation barriers, and COVID-19 impacts on smoking cessation. Awareness and education, threat of acquiring health problems, religious beliefs and family or support system behave as smoking cessation facilitators. While, role modeling, associating smoking to …

Protocol For A Sequential, Prospective Meta-Analysis To Describe Coronavirus Disease 2019 (Covid-19) In The Pregnancy And Postpartum Periods, Emily R. Smith, Erin Oakley, Siran He, Rebecca Zavala, Kacey Ferguson, Gargi Wable Grandner, Ibukun-Oluwa Omolade Abejirinde, Yalda Afshar, Homa Ahmadzia, Marleen Temmerman

Obstetrics and Gynaecology, East Africa

We urgently need answers to basic epidemiological questions regarding SARS-CoV-2 infection in pregnant and postpartum women and its effect on their newborns. While many national registries, health facilities, and research groups are collecting relevant data, we need a collaborative and methodologically rigorous approach to better combine these data and address knowledge gaps, especially those related to rare outcomes. We propose that using a sequential, prospective meta-analysis (PMA) is the best approach to generate data for policy- and practice-oriented guidelines. As the pandemic evolves, additional studies identified retrospectively by the steering committee or through living systematic reviews will be invited to …

Medical Students In Karachi And Covid-19: Myths And Facts, Omer Bin Khalid Jamil, Muhammad Muhib, Muhammad Anas Abbal, Amna Muhammed Ahmed, Hafsa Hayat Khan, Nabeela Yar Khan

Department of Surgery

Objectives: COVID-19 pandemic brought mortalities, morbidities, fear, and financial despair among people around the world. As it advanced, misinformation and myths about it caught wildfire, contributing to misbelief among the already shocked population. Medical students are the building blocks of the medical community and can provide a pivotal role in combating COVID-19 misinformation by delivering correct knowledge and awareness to the non-medical population of the country. Hence, it is important to assess their knowledge and perception of COVID-19 myths. Therefore, this study evaluates medical student's knowledge regarding myths and misinformation related to COVID-19 infection and its vaccine. The study also …

Outcomes Of Covid-19 Infection In Patients With Hematological Malignancies- A Multicenter Analysis From Pakistan, Adeeba Zaki, Salman Muhammad Soomar, Danish Hasan Khan, Hasan Shaharyar Sheikh, Raheel Iftikhar, Ayaz Mir, Zeba Aziz, Khadija Bano, Hafsa Naseer, Qamar Un-Nisa Chaudhry

Section of Haematology/Oncology

Purpose: COVID-19 infection resulting from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) began to spread across the globe in early 2020. Patients with hematologic malignancies are supposed to have an increased risk of mortality from coronavirus disease of 2019 (COVID-19) infection. From Pakistan, we report the analysis of the outcome and interaction between patient demographics and tumor subtype and COVID-19 infection and hematological malignancy.
Patients and methods: This multicenter, retrospective study included adult patients with a history of histologically proven hematological malignancies who were tested positive for COVID-19 via PCR presented at the oncology department of 5 tertiary care hospitals …

Physician's Attitudes On Pulmonary Rehabilitation Following Covid-19: A Brief Perspective From A Developing Country, Ivan Cherrez-Ojeda, Emanuel Vanegas, Miguel Felix, María José Farfán Bajaña, Azza Sarfraz, Zouina Sarfraz, Genesis Camacho, Alanna Barrios-Ruiz, Jack Michel

Department of Paediatrics and Child Health

Despite the uncertainty about the follow up of COVID-19 survivors, there is a growing body of evidence supporting specific interventions including pulmonary rehabilitation, which may lead to a reduced hospital stay and improved overall respiratory function. The aim of this short report was to assess the attitudes toward pulmonary rehabilitation following COVID-19 among Ecuadorian physicians. A cross-sectional study was conducted, in which a 5-question survey was used to assess the level of agreement to specific statements with a 5-point Likert scale. Out of the 282 participants, 48.2% (n=136) were male, with a mean of 12.6 (SD=11.3) years of experience. More …

Virtual Meetings During Covid-19 Pandemic: Is It Time To Say Goodbye To Physical Meetings?, Maseeh Uz Zaman, Nosheen Fatima

Department of Radiology

Abstract are not provided by the author/publisher

Perceptions And Knowledge Towards Covid-19 Vaccine Hesitancy Among A Subpopulation Of Adults In Kenya: An English Survey At Six Healthcare Facilities, Jasmit Shah, Abdulaziz Mansur Abeid, Karishma Sharma, Soraiya Manji, Jamila Nambafu, Robert Korom, Keya Patel, Rajiv Patel, Reena Shah, Sayed Karar

Brain and Mind Institute

Background: Vaccine hesitancy, as defined by the WHO, is the reluctance or refusal to vaccinate despite the availability of vaccines and is one of the ten threats to global health in 2019. Vaccine hesitancy remains a complex matter influenced by multiple factors, especially in sub-Saharan Africa.

Methods: We conducted a cross-sectional study between November 2021 and January 2022 among the general adult public seeking care at six different healthcare facilities in Kenya. The survey, in English, consisted of questions based on demographics, knowledge, and attitudes, including hesitancy towards the COVID-19 vaccine.

Results: Of the 3996 surveys collected, 55.1% were from …

The Who Global Tuberculosis 2021 Report - Not So Good News And Turning The Tide Back To End Tb, Chakaya Jeremiah, Eskild Petersen, Rebecca Nantanda, Brenda N. Mungai, Giovanni Battista Migliori, Farhana Amanullah, Patrick Lungu, Francine Ntoumi, Nagalingeswaran Kumarasamy

Department of Paediatrics and Child Health

Objective: To review the data presented in the 2021 WHO global TB report and discuss the current constraints in the global response.
Introduction and methods: The WHO global TB reports, consolidate TB data from countries and provide up to date assessment of the global TB epidemic. We reviewed the data presented in the 2021 report.
Results: We noted that the 2021 WHO global TB report presents a rather grim picture on the trajectory of the global epidemic of TB including a stagnation in the annual decline in TB incidence, a decline in TB notifications and an increase in estimated TB …

Self-Medication Practices In Medical Students During The Covid-19 Pandemic: A Cross-Sectional Analysis, Farah Yasmin, Muhammad Sohaib Asghar, Unaiza Naeem, Hala Najeeb, Hamza Nauman, Muhammad Nadeem Ahsan, Abdullah Khan Khattak

Medical College Documents

Background and objectives: During the pandemic, the growing influence of social media, accessibility of over-the-counter medications, and fear of contracting the virus may have led to self-medication practices among the general public. Medical students are prone to such practices due to relevant background knowledge, and access to drugs. This study was carried out to determine and analyze the prevalence of self-medication practices among medical students in Pakistan.
Materials and methods: This descriptive, cross-sectional study was conducted online in which the participants were asked about the general demographics, their self-medication practices and the reasons to use. All participants were currently enrolled …

An Epidemiological, Strategic And Response Analysis Of The Covid-19 Pandemic In South Asia: A Population-Based Observational Study, Hafiz Muhammad Salman, Javaria Syed, Atif Riaz, Zouina Sarfraz, Azza Sarfraz, Syed Hashim Abbas Ali Bokhari, Ivan Cherrez Ojeda

Department of Paediatrics and Child Health

Introduction: South Asia has had a dynamic response to the ongoing COVID-19 pandemic. The overall burden and response have remained comparable across highly-burdened countries within the South Asian Region.
Methodology: Using a population-based observational design, all eight South Asian countries were analyzed using a step-wise approach. Data were obtained from government websites and publicly-available repositories for population dynamics and key variables.
Results: South Asian countries have a younger average age of their population. Inequitable distribution of resources centered in urban metropolitan cities within South Asia is present. Certain densely populated regions in these countries have better testing and healthcare facilities …

Secondary Infections In Patients With Covid-19 Pneumonia Treated With Tocilizumab Compared To Those Not Treated With Tocilizumab: A Retrospective Study At A Tertiary Hospital In Kenya, Reena Shah, Jasmit Shah, Jaimini Gohil, Gunturu Revathi, Salim Surani

Internal Medicine, East Africa

Introduction: From the first case of SARS-Co-2 in Wuhan, China, to the virus being declared as a pandemic in March 2020, the world has witnessed morbidity and mortality on a global scale. Scientists have worked at a record pace to deliver a vaccine for the prevention of this deadly disease. Tocilizumab, an interleukin-6 (IL-6) blocker, received an emergency use authorization (EUA) by the Federal Drug Agency (FDA) in June 2021.
Methods: This retrospective observational cohort study was conducted at the Aga Khan University Hospital, Nairobi, from March 8, 2020, to December 31, 2020. All patients with PCR confirmed …

Residual Symptoms And The Quality Of Life In Individuals Recovered From Covid-19 Infection: A Survey From Pakistan, Mohammad Aadil Qamar, Russell Seth Martins, Rubaid Azhar Dhillon, Areeba Tharwani, Omar Irfan, Qosain Fatima Suriya, Wajiha Rizwan, Javaid Ahmed Khan, Ali Bin Sarwar Zubairi

Medical College Documents

Background: There remains scarcity of literature regarding the patient's health status post-COVID-19 infection. This study analyzes the prevalence of residual symptoms and quality of life (QoL) after COVID-19.
Methods: An anonymous online survey was administrated in Pakistan from November 2020 to April 2021 in COVID-19 survivors. The questionnaire used the 12-Item Short Form Health Survey (SF-12) to assess mental and physical QoL. Multivariate linear regression was used to explore factors associated with mental and physical QoL scores.
Results: A total of 331 COVID-19 survivors participated in our survey. Around 42.0% of the cohort reported within 1-3 months of diagnosis of …

Contact Dermatitis Due To Personal Protective Equipment Use And Hygiene Practices During The Covid-19 Pandemic: A Systematic Review Of Case Reports, Zouina Sarfraz, Azza Sarfraz, Muzna Sarfraz, Miguel Felix, Jonathan A. Bernstein, Luz Fonacier, Ivan Cherrez-Ojeda

Department of Paediatrics and Child Health

Background: Prolonged use of personal protective equipment (PPE) may lead to contact dermatitis during the coronavirus disease 19 (COVID-19) pandemic. This paper aims to identify the causative factors of contact dermatitis from PPE and hygiene practices.
Methods: The search was conducted adhering to PRISMA 2020 guidelines. A Delphi process was employed to ensure that the aims of this study were met. PubMed and Web of Science databases were systematically searched through September 12, 2021, using search terms: Contact dermatitis, case report, covid-19. The findings were tabulated as author/year, gender, age, presentation, cause, dermatological diagnosis, testing modality, provided treatment, symptom resolution …

Analysing The Trends In Breast Surgery Practice During Covid-19 Pandemic: A Comparative Study With The Pre-Covid Era, Lubna M. Vohra, Dua Jabeen, Nargis Khan, Azmeena Nizar, Anum Jamil, Tariq Siddiqui

Section of General Surgery

Background: The emergence of coronavirus disease 2019 (COVID-19) pandemic has crippled the healthcare systems all over the world. Cancer treatment is indispensable and disruption in its provision can lead to unanticipated consequences. No local data exists that has quantified the impact of COVID-19 pandemic on breast cancer surgery in a lower middle-income country (LMIC), therefore, the present retrospective comparative cohort study is directed to determine the trends in breast surgery operative volumes and its outcomes at our institution in Pakistan.
Materials and methods: Data was collected retrospectively from Pre-COVID-19 and COVID-19 era to determine impact of the current pandemic on …

Perceived Risk And Distress Related To Covid-19 In Healthcare Versus Non-Healthcare Workers Of Pakistan: A Cross-Sectional Study, Adeel Abid, Hania Shahzad, Hyder Ali Khan, Suneel Piryani, Areeba Raza Khan, Fauziah Rabbani

Medical College Documents

Background:
Healthcare workers (HCWs) have found themselves and their families more susceptible to contracting COVID-19. This puts them at a higher risk of psychological distress, which may compromise patient care. In this study, we aim to explore the risk perceptions and psychological distress between HCWs and non-healthcare workers (NHCWs) in Pakistan.
Methods:
A cross-sectional study was conducted using an online self-administered questionnaire. Psychological distress was assessed through The Hospital Anxiety and Depression Scale (HADS). Comparisons were made between HCWs (front/backend, students/graduates) and NHCWs related to risk perceptions and stress levels related to COVID19. Following tests for normality (Shapiro–Wilk test), variables …

The Effect Of Ivermectin On Non-Severe And Severe Covid-19 Disease And Gender-Based Difference Of Its Effectiveness, Syed Muhammad Zubair, Muhammad Waleed Chaudhry, Ali Bin Sarwar Zubairi, Talha Shahzad, Aqusa Zahid, Ibrahim Ali Khan, Javaid Ahmed Khan, Muhammad Irfan

Section of Pulmonary & Critical Care

The COVID-19 pandemic has led to mortality and morbidity since December 2019. Many possible treatment options have been advised till date. The role of ivermectin in the treatment of COVID-19 disease remains controversial. The aim of our study was to evaluate the effect of ivermectin in hospitalized patients with non-severe and severe COVID-19 disease. We conducted a retrospective cohort study that compared outcomes in 2 groups of COVID-19 patients hospitalized at the largest tertiary care center of Pakistan. The study group was given ivermectin along with standard treatment of covid-19 disease; the comparison group was not. Data on mortality, inflammatory …

Industry 4.0 Technologies For The Manufacturing And Distribution Of Covid-19 Vaccines, Azza Sarfraz, Zouina Sarfraz, Muzna Sarfraz, Aminah Abdul Razzack, Shehar Bano, Sarabjot Singh Makkar, Sindhu Thevuthasan, Trissa Paul, Muhammad Khawar Sana, Nishwa Azeem

Department of Paediatrics and Child Health

Background: The evolutionary stages of manufacturing have led us to conceptualize the use of Industry 4.0 for COVID-19 (coronavirus disease 2019), powered by Industry 4.0 technologies. Using applications of integrated process optimizations reliant on digitized data, we propose novel intelligent networks along the vaccine value chain. Vaccine 4.0 may enable maintenance processes, streamline logistics, and enable optimal production of COVID-19 vaccines.
Vaccine 4.0 framework: The challenge in applying Vaccine 4.0 includes the requirement of large-scale technologies for digitally transforming manufacturing, producing, rolling-out, and distributing vaccines. With our framework, Vaccine 4.0 analytics will target process performance, process development, process stability, compliance, …