Michele Beraghi
A5047311829- COVID-19 Clinical Research Studies
- Long-Term Effects of COVID-19
- COVID-19 and healthcare impacts
- Thermal Regulation in Medicine
- Chronic Disease Management Strategies
- Intensive Care Unit Cognitive Disorders
- Mechanical Circulatory Support Devices
- Machine Learning in Healthcare
- Healthcare Systems and Reforms
- Childhood Cancer Survivors' Quality of Life
- Adolescent and Pediatric Healthcare
- Health Systems, Economic Evaluations, Quality of Life
- Mobile Health and mHealth Applications
- Genomics and Rare Diseases
- Sepsis Diagnosis and Treatment
- Biomedical Text Mining and Ontologies
- Acute Kidney Injury Research
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Clinical Reasoning and Diagnostic Skills
- COVID-19 diagnosis using AI
- Respiratory Support and Mechanisms
- Kawasaki Disease and Coronary Complications
- COVID-19 Digital Contact Tracing
- Semantic Web and Ontologies
- COVID-19 and Mental Health
Ospedale Civile di Voghera
2022-2023
University of Pittsburgh
2022-2023
Azienda Socio Sanitaria Territoriale di Pavia
2020-2021
Azienda di Servizi alla Persona di Pavia (Italy)
2020
For some SARS-CoV-2 survivors, recovery from the acute phase of infection has been grueling with lingering effects. Many symptoms characterized as post-acute sequelae COVID-19 (PASC) could have multiple causes or are similarly seen in non-COVID patients. Accurate identification PASC phenotypes will be important to guide future research and help healthcare system focus its efforts resources on adequately controlled age- gender-specific a infection.In this retrospective electronic health...
While acute kidney injury (AKI) is a common complication in COVID-19, data on post-AKI function recovery and the clinical factors associated with poor lacking.
Multisystem inflammatory syndrome in children (MIS-C) is a severe complication of SARS-CoV-2 infection. It remains unclear how MIS-C phenotypes vary across variants. We aimed to investigate clinical characteristics and outcomes eras.
<h3>Importance</h3> Additional sources of pediatric epidemiological and clinical data are needed to efficiently study COVID-19 in children youth inform infection prevention treatment patients. <h3>Objective</h3> To describe international hospitalization trends key features with COVID-19. <h3>Design, Setting, Participants</h3> This retrospective cohort included patients hospitalized between February 2 October 10, 2020. Patient-level electronic health record (EHR) were collected across 27...
Importance The COVID-19 pandemic has been associated with an increase in mental health diagnoses among adolescents, though the extent of increase, particularly for severe cases requiring hospitalization, not well characterized. Large-scale federated informatics approaches provide ability to efficiently and securely query care data sets assess monitor hospitalization patterns conditions adolescents. Objective To estimate changes proportion hospitalizations adolescents following onset...
Characterizing Post-Acute Sequelae of COVID (SARS-CoV-2 Infection), or
Many countries have experienced 2 predominant waves of COVID-19-related hospitalizations. Comparing the clinical trajectories patients hospitalized in separate pandemic enables further understanding evolving epidemiology, pathophysiology, and health care dynamics COVID-19 pandemic. In this retrospective cohort study, we analyzed electronic record (EHR) data from with SARS-CoV-2 infections participating systems representing 315 hospitals across 6 countries. We compared hospitalization rates,...
Abstract Given the growing number of prediction algorithms developed to predict COVID-19 mortality, we evaluated transportability a mortality algorithm using multi-national network healthcare systems. We predicted baseline commonly measured laboratory values and standard demographic clinical covariates across systems, countries, continents. Specifically, trained Cox regression model with nine test values, demographics at admission, comorbidity burden pre-admission. These models were compared...
Abstract Neurological complications worsen outcomes in COVID-19. To define the prevalence of neurological conditions among hospitalized patients with a positive SARS-CoV-2 reverse transcription polymerase chain reaction test geographically diverse multinational populations during early pandemic, we used electronic health records (EHR) from 338 participating hospitals across 6 countries and 3 continents (January–September 2020) for cross-sectional analysis. We assessed frequency International...
ABSTRACT Objectives To perform an international comparison of the trajectory laboratory values among hospitalized patients with COVID-19 who develop severe disease and identify optimal timing value collection to predict severity across hospitals regions. Design Retrospective cohort study. Setting The Consortium for Clinical Characterization by EHR (4CE), multi-site data-sharing collaborative 342 in US Europe. Participants Patients COVID-19, admitted before or after PCR-confirmed result...
<sec> <title>BACKGROUND</title> Many countries have experienced 2 predominant waves of COVID-19–related hospitalizations. Comparing the clinical trajectories patients hospitalized in separate pandemic enables further understanding evolving epidemiology, pathophysiology, and health care dynamics COVID-19 pandemic. </sec> <title>OBJECTIVE</title> In this retrospective cohort study, we analyzed electronic record (EHR) data from with SARS-CoV-2 infections participating systems representing 315...
<sec> <title>UNSTRUCTURED</title> Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study In “International Study” (J Med Internet Res 2021 Oct 11;23(10):e31400. doi: 10.2196/31400), two errors were noted. Due to a system error, the equal contribution of last three authors was not To correct this under JMIR parameters allowing only one footnote, we are implementing following changes. originally published...