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Articles 1 - 30 of 156
Full-Text Articles in Health Information Technology
Comparison Of Ecg Features, Cardiac Biomarkers, And Clinical Outcomes In Three Waves Of Hospitalized Covid-19 Pneumonia Patients With Cardiovascular Events, Yuchen Han, Jahnavi Sunkara, Tshura S Ali, Harideep Samanapally, Vidyulata Salunkhe, Fnu Deepti, Emma C. Huang, Justin J. Huang, Maiying Kong, Jiapeng Huang
Comparison Of Ecg Features, Cardiac Biomarkers, And Clinical Outcomes In Three Waves Of Hospitalized Covid-19 Pneumonia Patients With Cardiovascular Events, Yuchen Han, Jahnavi Sunkara, Tshura S Ali, Harideep Samanapally, Vidyulata Salunkhe, Fnu Deepti, Emma C. Huang, Justin J. Huang, Maiying Kong, Jiapeng Huang
The University of Louisville Journal of Respiratory Infections
Background
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is a rapidly evolving virus that can severely impact the cardiovascular system. With new variants, it is important to characterize wave-specific (defined by dominant circulating variants) clinical changes.
Methods
A multi-center retrospective cohort study of patients hospitalized with SARS-CoV-2 community acquired pneumonia at eight adult acute-care hospitals in the city of Louisville, KY was conducted. Patients hospitalized with Coronavirus Disease 2019 (COVID-19) community acquired pneumonia who experienced a cardiovascular event between March 2020 and July 2022 were included in this analysis. Variant assignment was based on temporal prevalence rather than genomic confirmation, and …
A Retrospective Study Of Pulmonary Function Tests In Bronchiectasis: An Infectious Disease Of The Respiratory System, Vinod Mutkule, Mahesh Shinde, Vidya Bapmare, Sangramsingh Dixit, Atharva Sharma, Kshitij Sarwey, Yogeshwari Patil, Sanket Jethlia, Aayushi Dwivedi, Disha Pardeshi, Anmol Rai, Kunal Shah, Vidhi Kalwar
A Retrospective Study Of Pulmonary Function Tests In Bronchiectasis: An Infectious Disease Of The Respiratory System, Vinod Mutkule, Mahesh Shinde, Vidya Bapmare, Sangramsingh Dixit, Atharva Sharma, Kshitij Sarwey, Yogeshwari Patil, Sanket Jethlia, Aayushi Dwivedi, Disha Pardeshi, Anmol Rai, Kunal Shah, Vidhi Kalwar
The University of Louisville Journal of Respiratory Infections
Introduction: Bronchiectasis, currently being recognized worldwide, is an abnormal dilatation of the bronchi and bronchioles brought on by recurrent cycles of inflammation and airway infection. Impaired pulmonary function has a predictive significance in bronchiectasis. When treating patients with suspected or confirmed respiratory diseases, pulmonary function tests (PFT) are useful examinations. Very few studies have been done on PFTs in bronchiectasis. The main aim of this study is to study PFTs in bronchiectasis.
Method: This is a retrospective observational study done on 50 patients over two years at the tertiary care center. The previous records of patients were collected from the …
Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu
Characteristics And Outcomes Of Adults Hospitalized With Respiratory Syncytial Virus, Brian S. Shaw, Cara Slaton, Ian P. Murphy, Michael Mcalister, Daniel Egan, Kwabena Ayesu
The University of Louisville Journal of Respiratory Infections
Background: Respiratory syncytial virus (RSV) is a negative sense single-stranded RNA virus (ssRNA) that primarily causes respiratory infections in both children and older adults. We examined clinical characteristics and outcomes of hospitalized adult patients who tested positive for RSV.
Methods: This was a multicenter, retrospective, descriptive study that examined adult patients admitted with a positive RSV test over two years across eight hospitals in Orlando, Florida.
Results: A total of 120 patients were included, of which 88 (73%) were 60 years old and older. Overall, patients with RSV infection were caucasian (62%) with a median age of 70 years and …
Evaluation Of An Educational Training On Telehelath Utilization Rates And Hospital Readmissions In A Home Health Setting., Gabrielle A. Coomer
Evaluation Of An Educational Training On Telehelath Utilization Rates And Hospital Readmissions In A Home Health Setting., Gabrielle A. Coomer
Doctor of Nursing Practice Papers
Background: Hospital readmissions are on the rise and continue to be a concern within healthcare due to their effects on the quality of care and healthcare costs. Telehealth strategies have been utilized across healthcare settings to improve hospital readmission rates.
Purpose: The purpose of this project was to evaluate the effectiveness of a telehealth training program in increasing telehealth utilization rates and reducing the acute care hospitalization rate within a single home health agency.
Intervention: A 30-minute PowerPoint presentation on the definition of telehealth, goals, and benefits of telehealth, patient eligibility, special considerations for clinicians, billing and coding guidelines, …
Daily Alarm Rounds: Enhancing Interdisciplinary Communication And Reducing Perceived Alarm Burden In Bedside Nurses., Shelby Mangeot
Daily Alarm Rounds: Enhancing Interdisciplinary Communication And Reducing Perceived Alarm Burden In Bedside Nurses., Shelby Mangeot
Doctor of Nursing Practice Papers
Purpose: The Joint Commission established alarm management as a national patient safety goal in 2013 and has continued this goal through 2023 (2022). This goal mandates hospitals to prioritize alarm system management and establish evidence-based techniques to manage and reduce nuisance alarms. The purpose of this quality improvement project was to provide bedside nurses with education about excessive alarm burden and evidence-based alarm management techniques, then implement a daily bedside alarm rounding tool to enhance interdisciplinary communication and address patient alarm limits during daily rounds.
Methods: After extensive review of the literature, prompts discussing daily alarm limits were added to …
Effectiveness Of An Electronic Health Record Embedded Evidence-Based Testing Algorithm For Clostridioides Difficile Infection., Sarah Marie Bishop
Effectiveness Of An Electronic Health Record Embedded Evidence-Based Testing Algorithm For Clostridioides Difficile Infection., Sarah Marie Bishop
Doctor of Nursing Practice Papers
Background: Clostridioides difficile infection (CDI) commonly impacts hospitalized patients with almost half a million cases reported in the United States annually. C. difficile colonization is more common than infection. Identifying true infection versus colonization is critical to avoiding inappropriate treatment, unnecessary exposure to antibiotics, and increased cost of care. Implementation of evidenced-based CDI testing criteria can help reduce inappropriate CDI testing and avoid the misidentification of colonized patients as true CDI.
Purpose: The purpose of this project was to evaluate the effectiveness of an evidence-based electronic health record (EHR) integrated CDI testing algorithm in reducing inappropriate CDI testing among adult …
On The Respiratory Syncytial Virus Vaccine, Forest W. Arnold
On The Respiratory Syncytial Virus Vaccine, Forest W. Arnold
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Barriers And Facilitators To Achieving Well-Being In Pediatric Providers, Whitney Marvin, Jillian Harvey, Natasha Ruth
Barriers And Facilitators To Achieving Well-Being In Pediatric Providers, Whitney Marvin, Jillian Harvey, Natasha Ruth
Journal of Wellness
Introduction: Physician well-being has become increasingly important for health systems across the country due to the strong ties between quality, safety, and overall patient outcomes. Burnout has increased steadily and has been exacerbated by the COVID-19 pandemic. This study seeks to successfully identify factors that both enhance and detract from well-being in a cohort of pediatric faculty and advanced practice providers (APPs).
Methods: This study utilized a multimethod approach including surveys and a total of 8 semi-structured, virtual focus groups of pediatricians and advanced practice providers (orchestrated through Microsoft Teams) to understand perspectives on burnout and well-being. Each …
An Analysis Of The Effects Of Certified Electronic Health Records On Organizations And Patients., Picandra Elzie
An Analysis Of The Effects Of Certified Electronic Health Records On Organizations And Patients., Picandra Elzie
Electronic Theses and Dissertations
The growing technological advancement of electronic health records can become an issue with quality and electronic patient information exchange if hospitals do not adhere to federal guidelines. It is recommended that hospitals utilize certified electronic health records (EHRs) to receive financial incentives. This certification is supposedly also associated with the quality of the EHR itself. The certification process is criticized for allowing EHR vendors to meet a set of limited functions known in advance. EHRs can affect healthcare quality and electronic health information exchange. This dissertation explored what is known about the effects of certified EHRs on length of stay …
Identification Of Molecular Markers Associated With Copd In Non-Smokers And Smokers: A Bioinformatics Analysis, Agede O. Ayodele, Isa M. Wasagu, Ademola E. Fawibe, Alakija K. Salami
Identification Of Molecular Markers Associated With Copd In Non-Smokers And Smokers: A Bioinformatics Analysis, Agede O. Ayodele, Isa M. Wasagu, Ademola E. Fawibe, Alakija K. Salami
The University of Louisville Journal of Respiratory Infections
Background
Even though the proportional burden of COPD among never-smokers is significant in both developing and developed nations, accounting for around 30% of all COPD in the community, there is little awareness of the prevalence of COPD in this population. Understanding the molecular processes that underlie COPD in nonsmokers is essential.
Methods
Dataset (GSE146560) was acquired from the Gene Expression Omnibus (GEO). The limma and clusterProfiler software tools were used to identify differentially expressed genes (DEGs) and conduct a functional enrichment analysis respectively.
Results
In all, 10,583 DEGs were found, of which 1,065 were up-regulated and 9,518 were down-regulated. The …
Performance Of A Sars-Cov-2 Rt-Pcr Assay With Non-Traditional Specimen Types, Subathra Marimuthu, Holly Aliesky, Heather Ness, Daniya Sheikh, Sathya Rashmit, Dawn Balcom, Leslie A. Wolf
Performance Of A Sars-Cov-2 Rt-Pcr Assay With Non-Traditional Specimen Types, Subathra Marimuthu, Holly Aliesky, Heather Ness, Daniya Sheikh, Sathya Rashmit, Dawn Balcom, Leslie A. Wolf
The University of Louisville Journal of Respiratory Infections
During the first two years of the coronavirus disease 2019 (COVID-19) pandemic, nasopharyngeal (NP) specimens were the gold standard for clinical diagnostic testing. As information about the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causing the pandemic continued to be shared, it was clear that the virus could be detected in other specimen types during an active infection. The University of Louisville Infectious Diseases Laboratory accepted non-traditional specimen types, most without a paired, positive NP result, for research purposes only to support local epidemiology efforts. A real-time reverse transcription-polymerase chain reaction (RT-PCR) assay originally validated for NP specimens was used …
What? Now A Respiratory Syncytial Virus Epidemic, Aya Allam, Steven B Lippmann
What? Now A Respiratory Syncytial Virus Epidemic, Aya Allam, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
What? Is Epstein–Barr Virus Infection Linked To Multiple Sclerosis?, Asha Mahajan, Steven B Lippmann
What? Is Epstein–Barr Virus Infection Linked To Multiple Sclerosis?, Asha Mahajan, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Do You Know The Pathophysiology Of Cytokine Storm During Covid-19?, Shameera Shaik Masthan, Deekshitha Turaka, Ahmed Abdelhaleem, Mounica Vorla, Steven B. Lippmann
Do You Know The Pathophysiology Of Cytokine Storm During Covid-19?, Shameera Shaik Masthan, Deekshitha Turaka, Ahmed Abdelhaleem, Mounica Vorla, Steven B. Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Comparing Outcomes For Community-Acquired Pneumonia Between Females And Males: Results From The University Of Louisville Pneumonia Study, Pavani Nathala, Simrat Sarai, Vidyulata Salunkhe, Mahder A. Tella, Stephen P. Furmanek, Forest W. Arnold
Comparing Outcomes For Community-Acquired Pneumonia Between Females And Males: Results From The University Of Louisville Pneumonia Study, Pavani Nathala, Simrat Sarai, Vidyulata Salunkhe, Mahder A. Tella, Stephen P. Furmanek, Forest W. Arnold
The University of Louisville Journal of Respiratory Infections
Introduction: Male sex is currently considered to be a risk factor for worsened community-acquired pneumonia (CAP) outcomes compared to female sex; hence, female sex equates to a lower score on the Pneumonia Severity Index. There is no recent update on sex-based outcomes of patients with CAP. The objective of this study was to compare the outcomes of CAP between females and males.
Methods: This was a secondary analysis of the University of Louisville Pneumonia Study database. It was a prospective population-based cohort study of all hospitalized adults with CAP who were residents of Jefferson County in the city of Louisville, …
What About Anosmia From Covid-19 ?, Sharanya S E Santhi, Sara Elnour, Steven B Lippmann
What About Anosmia From Covid-19 ?, Sharanya S E Santhi, Sara Elnour, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann
Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Covid-19 Case Complicated With Organizing Pneumonia And Pneumothorax: Correspondence, Hammad A. Bhatti, Minh Q. Ho
Covid-19 Case Complicated With Organizing Pneumonia And Pneumothorax: Correspondence, Hammad A. Bhatti, Minh Q. Ho
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Covid-19, Vaccination, And Heart Transplantation, Forest W. Arnold
Covid-19, Vaccination, And Heart Transplantation, Forest W. Arnold
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Sotrovimab: Neutralizing Antibody To Combat Covid-19, Aya Allam, Steven Lippmann
Sotrovimab: Neutralizing Antibody To Combat Covid-19, Aya Allam, Steven Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Are Antipyretic Medications Compatible With Sars-Cov-2 Vaccines?, Sharanya S E Santhi, Niguma Rayamajhi, Steven B Lippmann
Are Antipyretic Medications Compatible With Sars-Cov-2 Vaccines?, Sharanya S E Santhi, Niguma Rayamajhi, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Leptospirosis Presenting As Diffuse Alveolar Hemorrhage, Alejandra González, Paola Alvarez, Mariano Fielli, Analia Santos, Neil Gomez Querales, Elkin Rodriguez Arzuaga
Leptospirosis Presenting As Diffuse Alveolar Hemorrhage, Alejandra González, Paola Alvarez, Mariano Fielli, Analia Santos, Neil Gomez Querales, Elkin Rodriguez Arzuaga
The University of Louisville Journal of Respiratory Infections
Diffuse alveolar hemorrhage (DAH) syndrome has a mortality rate of 30 to 60%. A 15-year-old male patient presented with a seven-day abdominal pain, vomiting, non-dysenteric diarrhea, conjunctival injection, and fever. Chest radiography revealed bilateral interstitial infiltrates predominating in the lower left lobe. The patient’s condition worsened within hours, with the development of massive hemoptysis, acute respiratory distress syndrome (ARDS), arterial hypotension, and hematocrit decline requiring mechanical ventilation. A chest computed tomography (CT) showed ground-glass opacities with consolidation areas in lower lobes, diffuse tree-in-bud opacities, and centrilobular nodules. A bronchoscopy was conducted without endoluminal lesions and bronchoalveolar lavage (BAL) consistent with …
Mucormycosis: Covid-19 And Corticosteroids, Mittal Savaliya, Nivedita Jha, Steven B Lippmann
Mucormycosis: Covid-19 And Corticosteroids, Mittal Savaliya, Nivedita Jha, Steven B Lippmann
The University of Louisville Journal of Respiratory Infections
No abstract provided.
Pulmonary Post-Acute Sequelae Of Covid-19, Usman Akbar, Shivam Gulati, Johnny Zakhour Md, Alex Glynn, Jose Bordon
Pulmonary Post-Acute Sequelae Of Covid-19, Usman Akbar, Shivam Gulati, Johnny Zakhour Md, Alex Glynn, Jose Bordon
The University of Louisville Journal of Respiratory Infections
Introduction: Persistent symptoms have been observed in a substantial proportion of survivors of COVID-19 since relatively early in the pandemic. Among these post-acute sequelae of COVID-19 (PASC), respiratory symptoms appear to be the most prevalent.
Methods: We conducted a literature review of peer-reviewed publications in English on the clinical and epidemiological features of respiratory PASC in cohorts of 100 or more patients with a follow-up of four weeks or more after acute infection. Included studies reported the prevalence of persistent respiratory symptoms and/or the results of follow-up pulmonary function tests.
Results: On our review included 14 studies across eight countries …
Compliance With Guidelines For Treatment Of Staphylococcus Aureus Bacteremia Is Associated With Decreased Mortality In Patients Hospitalized For Community-Acquired Pneumonia With Staphylococcus Aureus Bacteremia, Leslie Beavin, Vidyulata Salunkhe, Shashvin Singh, Ahmed Gana, Balaji Sekaran, Mahder A. Tella, Stephen P. Furmanek, Forest W. Arnold
Compliance With Guidelines For Treatment Of Staphylococcus Aureus Bacteremia Is Associated With Decreased Mortality In Patients Hospitalized For Community-Acquired Pneumonia With Staphylococcus Aureus Bacteremia, Leslie Beavin, Vidyulata Salunkhe, Shashvin Singh, Ahmed Gana, Balaji Sekaran, Mahder A. Tella, Stephen P. Furmanek, Forest W. Arnold
The University of Louisville Journal of Respiratory Infections
Introduction: Staphylococcus aureus bacteremia has a minimum treatment duration of two weeks, while S. aureus community-acquired pneumonia (CAP) treatment is at least five days. Treatment failure, persistent bacteremia, and recurrence are common among patients with community-acquired S. aureus bacteremia. There is conflicting information in the current Infectious Diseases Society of America (IDSA) guidelines for the treatment of S.aureus bacteremia patients with CAP. Therefore, the appropriate treatment duration and modality for S. aureus CAP with bacteremia is unclear. The objective of this study was to compare outcomes among patients with S. aureus CAP and bacteremia treated in compliance versus non-compliance with …
Clinical Outcomes For Patients With Community-Acquired Pneumonia Are Worse In Those With A History Of Stroke, Pradeepthi Badugu, Dilip Kc, Bibodh Jung Karki, Mahder A. Tella, Vidyulata Salunkhe
Clinical Outcomes For Patients With Community-Acquired Pneumonia Are Worse In Those With A History Of Stroke, Pradeepthi Badugu, Dilip Kc, Bibodh Jung Karki, Mahder A. Tella, Vidyulata Salunkhe
The University of Louisville Journal of Respiratory Infections
Background: Stroke is one of the most prevalent neurological diseases in the United States. Community-acquired pneumonia (CAP) is the leading cause of infections in survivors of stroke. There is limited research evaluating the clinical outcomes of CAP in patients with stroke. The objective of this study was to evaluate the clinical characteristics and outcomes of hospitalized patients with CAP and a history of stroke.
Methods: This was a secondary analysis of the University of Louisville Pneumonia Study database. Patients were divided into two groups based on the presence or absence of a history of stroke. Clinical outcomes were length of …
Implementation Of A Drive-Through Covid-19 Mass Vaccination Site: Experiences From Louvax–Broadbent In Louisville, Kentucky, Ruth Carrico, Sarah Beth Hartlage, Valenchia Brown Msn, Aprn, Fnp-C, Sarah M. Bishop, Luanne Didelot, William Hayden, Beverly Williams Coleman, Sarah Tan, Delanor Manson, Kellie Kane, Dawn Balcom, Paul Kern
Implementation Of A Drive-Through Covid-19 Mass Vaccination Site: Experiences From Louvax–Broadbent In Louisville, Kentucky, Ruth Carrico, Sarah Beth Hartlage, Valenchia Brown Msn, Aprn, Fnp-C, Sarah M. Bishop, Luanne Didelot, William Hayden, Beverly Williams Coleman, Sarah Tan, Delanor Manson, Kellie Kane, Dawn Balcom, Paul Kern
The University of Louisville Journal of Respiratory Infections
Background: Response to the COVID-19 pandemic has required innovative approaches to vaccination, including methods to rapidly and safely immunize communities. A major challenge to such a response involved access to untapped healthcare worker resources. The Louisville, Kentucky, response involved the use of a large volunteer workforce to supplement local public health employees in planning and implementing a large-scale drive-through vaccination event. The objective of this manuscript was to outline processes involved in training a mass immunization workforce and implementating a large-scale COVID-19 community vaccination.
Approach: Competency-based and standardized training was provided for every volunteer before working their shift. Volunteers worked …
Age-Associated Gut Dysbiosis, Marked By Loss Of Butyrogenic Potential, Correlates With Altered Plasma Tryptophan Metabolites In Older People Living With Hiv., Smita Ghare, Richa Singhal, Vaughn Bryant, Sabina Gautam, Chanakya Charan Tirumala, Praneet Kumar Srisailam, Andrea Reyes-Vega, Dushan Ghooray, Craig J. Mcclain, Kristi Hoffman, Joseph Petrosino, Kendall Bryant, Varand Govind, Ronald Cohen, Robert L. Cook, Shirish Barve
Age-Associated Gut Dysbiosis, Marked By Loss Of Butyrogenic Potential, Correlates With Altered Plasma Tryptophan Metabolites In Older People Living With Hiv., Smita Ghare, Richa Singhal, Vaughn Bryant, Sabina Gautam, Chanakya Charan Tirumala, Praneet Kumar Srisailam, Andrea Reyes-Vega, Dushan Ghooray, Craig J. Mcclain, Kristi Hoffman, Joseph Petrosino, Kendall Bryant, Varand Govind, Ronald Cohen, Robert L. Cook, Shirish Barve
Faculty and Staff Scholarship
Background:
Imbalance in tryptophan (TRP) metabolism and its neuroactive metabolites, serotonin and kynurenine (KYN), is a known pathogenic mechanism underlying neurocognitive impairment. Gut microbiota plays an important role in TRP metabolism, and the production of these neuroactive molecules affects neurocognitive function. Although both HIV infection and normal aging independently induce gut dysbiosis and influence TRP metabolism, their interactive effects on compositional/functional changes in gut microbiota and consequent alterations in TRP metabolites remain largely undetermined.
Methods:
Older people living with HIV infection (PLWH, aged 50–70 years, n = 22) were enrolled in this cross-sectional pilot study. Metagenomic analysis of fecal microbiome …
Impact Of Pooling Samples On Analytic Sensitivity Of A Real-Time Reverse Transcriptase Pcr Assay For Sars Cov-2, Subathra Marimuthu, Stephen P. Furmanek, Holly Aliesky, Leslie A. Wolf
Impact Of Pooling Samples On Analytic Sensitivity Of A Real-Time Reverse Transcriptase Pcr Assay For Sars Cov-2, Subathra Marimuthu, Stephen P. Furmanek, Holly Aliesky, Leslie A. Wolf
The University of Louisville Journal of Respiratory Infections
During the COVID-19 pandemic, laboratories experienced periods of shortages for certain critical materials required to meet the high demand for SARS-CoV-2 testing. The U.S. Food & Drug Administration provided a template for molecular diagnostic testing, including guidance for a specimen pooling process in order to evaluate performance of the SARS-CoV-2 nucleic acid amplification assay. This study aimed to evaluate the testing of pooled specimens consisting of four nasopharyngeal swab specimens using the Luminex ARIES® nucleic acid amplification platform. Results indicated that there was a loss of analytic sensitivity with pooled nasopharyngeal swab samples, demonstrating that this approach should be …
Deep Convolutional Neural Networks For Accurate Diagnosis Of Covid-19 Patients Using Chest X-Ray Image Databases From Italy, Canada, And The Usa, Amgad A. Salama, Samy H. Darwish, Samir M. Abdel-Mageed, Radwa A. Meshref, Ehab I. Mohamed
Deep Convolutional Neural Networks For Accurate Diagnosis Of Covid-19 Patients Using Chest X-Ray Image Databases From Italy, Canada, And The Usa, Amgad A. Salama, Samy H. Darwish, Samir M. Abdel-Mageed, Radwa A. Meshref, Ehab I. Mohamed
The University of Louisville Journal of Respiratory Infections
Introduction: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), famously known as COVID-19, has quickly become a global pandemic. Chest X-ray (CXR) imaging has proven reliable, fast, and cost-effective for identifying COVID-19 infections, which proceeds to display atypical unilateral patchy infiltration in the lungs like typical pneumonia. We employed the deep convolutional neural network (DCNN) ResNet-34 to detect and classify CXR images from patients with COVID-19 and Viral Pneumonia and Normal Controls.
Methods: We created a single database containing 781 source CXR images from four different international sub-databases: the Società Italiana di Radiologia Medica e Interventistica (SIRM), the GitHub Database, the …