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Shyam Visweswaran

University of Pittsburgh - Department of Biomedical Informatics

5607 Baum Boulevard, Suite 500

Pittsburgh, PA 15206-3701

United States

SCHOLARLY PAPERS

8

DOWNLOADS

833

TOTAL CITATIONS

1

Scholarly Papers (8)

1.

Assessing the Potential of GPT-4 to Annotate Medical Notes Across Different Languages and Countries: A Model Evaluation Study

Number of pages: 18 Posted: 13 May 2024
Harvard University, Harvard University, Harvard University - Department of Biomedical Informatics, University of Wisconsin-Madison, University of Michigan at Ann Arbor - Department of Computational Medicine and Bioinformatics, University of Kansas, University of Antioquia, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh, Boston Children's Hospital - Computational Health Informatics Program, Harvard University - Department of Pediatrics, National University Health System (NUHS), National University Health System (NUHS), University of Michigan at Ann Arbor - Department of Learning Health Sciences, University of Wisconsin-Madison, University of Kansas - University of Kansas Medical Center, University of Kansas - University of Kansas Medical Center, University of Antioquia, University of Antioquia, Istituti Clinici Scientifici Maugeri IRCCS, Istituti Clinici Scientifici Maugeri IRCCS, University of Kansas - University of Kansas Medical Center, Harvard University - Department of Biomedical Informatics, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Wisconsin-Madison, Harvard University - Department of Biomedical Informatics, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, University of Wisconsin-Madison, University of Pittsburgh - Department of Biomedical Informatics, University of Michigan at Ann Arbor, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Kansas - University of Kansas Medical Center, Universidad Politécnica de Valencia, University of Pittsburgh - Department of Biomedical Informatics, University of Kansas - University of Kansas Medical Center, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, University of Pittsburgh - Department of Neurology, Harvard University and Harvard University - Department of Biomedical Informatics
Downloads 181 (418,025)

Abstract:

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GPT-4, LLM, AI, Annotation, EHR, Notes, Medicine, Automation, Healthcare, Enrollment, International

2.

Predictive Accuracy and Clinical Utility of Machine Learning Prediction for Classifying Blood Pressure Status

Number of pages: 23 Posted: 03 Jan 2023
University of Glasgow - Institute of Cardiovascular and Medical Sciences, University of Glasgow - Institute of Cardiovascular and Medical Sciences, University of Glasgow - Institute of Cardiovascular and Medical Sciences, University Hospitals Birmingham NHS Foundation Trust, Mabgenex, Canon Medical Research Europe Ltd, Medical University of Gdańsk - Department of Hypertension and Diabetology, Medical University of Gdańsk - Department of Hypertension and Diabetology, Medical University of Gdańsk - Department of Hypertension and Diabetology, Medical University of Gdańsk - Department of Hypertension and Diabetology, Medical University of Gdańsk - Department of Hypertension and Diabetology, Deakin University, Medical University of Gdańsk - Department of Hypertension and Diabetology, University Hospitals Birmingham NHS Foundation Trust, University of Glasgow - Institute of Cardiovascular and Medical Sciences, University of Pittsburgh - Department of Biomedical Informatics, University of Glasgow - Institute of Cardiovascular and Medical Sciences and University of Glasgow - Institute of Cardiovascular and Medical Sciences
Downloads 128 (576,708)

Abstract:

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Hypertension, ambulatory blood pressure monitoring, machine learning, Artificial intelligence, digital health

3.

Neurological Diagnoses in Hospitalized COVID-19 Patients Associated With Adverse Outcomes: A Multinational Cohort Study

Number of pages: 32 Posted: 14 Mar 2022
Northwestern University - Department of Preventive Medicine, University of Pittsburgh - Department of Neurology, University of Pennsylvania - Department of Biostatistics, Epidemiology, and Informatics, Duke University - Department of Biostatistics and Bioinformatics, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Medicine, Great Ormond Street Hospital for Children - Digital Research, Informatics and Virtual Environments (DRIVE), University of Pavia - Department of Electrical, Computer and Biomedical Engineering, Greater Paris University Hospital - IT Department, Harvard University - Department of Biomedical Informatics, Great Ormond Street Hospital for Children - Digital Research, Informatics and Virtual Environments (DRIVE), Government of the United States of America - Population Health and Data Science, Harvard University - Department of Biomedical Informatics, University of Michigan at Ann Arbor - Department of Learning Health Sciences, University of Kentucky - Center for Clinical and Translational Science, Government of the United States of America - MAVERIC, National University Health System (NUHS) - Department of Anaesthesia, University of Freiburg - Institute of Medical Biometry and Statistics, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, - IAM Unit, University of Pennsylvania - Department of Biostatistics, Epidemiology, and Informatics, University of Pittsburgh - Department of Biomedical Informatics, University of California, Los Angeles (UCLA) - Department of Medicine, University of Pennsylvania - Data Analytics Center, Government of the United States of America - MAVERIC, University of Kentucky - Division of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, National University Hospital, Singapore - Department of Medicine, National University Hospital, Singapore - Department of Medicine, Istituti Clinici Scientifici Maugeri IRCCS - Laboratory of Informatics and Systems Engineering for Clinical Research, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, University of Michigan at Ann Arbor - Department of Computational Medicine and Bioinformatics, Harvard University - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, Northwestern University - Division of Health and Biomedical Informatics and University of Pittsburgh - Department of Neurology
Downloads 122 (588,531)

Abstract:

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COVID-19, SARS-CoV-2, neurological disorders, neurology, central nervous system, peripheral nervous system, electronic health record, electronic medical record

4.

Clinical Phenotypes and Outcomes in Children with Multisystem Inflammatory Syndrome Across Sars-CoV-2 Variant Eras: A Multinational Study from the 4CE Consortium

Number of pages: 28 Posted: 16 May 2023
Harvard University - Department of Cardiology, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Biostatistics, Harvard University - Department of Cardiology, Harvard University - Department of Biomedical Informatics, Harvard University - Department of Pediatrics, University of Michigan at Ann Arbor - Department of Computational Medicine and Bioinformatics, University of Michigan at Ann Arbor - Department of Learning Health Sciences, Universidad Politécnica de Valencia, Harvard University - Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Harvard Medical School, University of Pennsylvania - Children's Hospital of Philadelphia, Instituto de Investigación Sanitaria Hospital "12 de Octubre" - CIBERONC, Instituto de investigación 12 de Octubre, Hospital Universitario 12 de Octubre, Great Ormond Street Hospital - Perfusion Department, University of Pittsburgh, Harvard Medical School, University of Michigan at Ann Arbor, Boston Children's Hospital - Computational Health Informatics Program, University of Pennsylvania - Children's Hospital of Philadelphia, Hospital Universitario 12 de Octubre, University of Pittsburgh - Department of Biomedical Informatics, Great Ormond Street Hospital - Department of Paediatric Infectious Diseases, Hospital Universitario 12 de Octubre, Great Ormond Street Hospital for Children, Wake Forest University, Great Ormond Street Hospital for Children - Digital Research, Informatics and Virtual Environments (DRIVE), University of Pennsylvania - Children's Hospital of Philadelphia, - IAM Unit, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Neurology, Erasmus University Rotterdam (EUR) - Department of General Paediatrics, Harvard University - Harvard Medical School and Harvard University - Department of Biomedical Informatics
Downloads 108 (654,668)
Citation 1

Abstract:

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multisystem inflammatory syndrome, paediatric inflammatory multisystem syndrome, COVID-19, SARS-CoV-2, variants, pediatrics, clinical phenotypes, outcomes

5.

Characterization of Long Covid Temporal Sub-Phenotypes by Distributed Learning from Electronic Health Record Data

Number of pages: 44 Posted: 12 Jun 2023
University of Pavia - Department of Electrical, Computer and Biomedical Engineering, Harvard University - Department of Medicine, University of Toronto - Dalla Lana School of Public Health, Harvard University - Department of Medicine, Harvard University - Department of Medicine, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, Northwestern University - Division of Health and Biomedical Informatics, University of Kentucky - Center for Clinical and Translational Science, University of Pittsburgh - Department of Biomedical Informatics, National University Hospital, Singapore - Department of Medicine, - IAM Unit, University of Michigan at Ann Arbor - Department of Computational Medicine and Bioinformatics, University of Pittsburgh - Department of Neurology, University of Pavia - Department of Electrical, Computer and Biomedical Engineering, Harvard University - Department of Biomedical Informatics, University of Pennsylvania - Department of Biomedical and Health Informatics, Harvard University - Department of Neurology and Harvard University - Department of Medicine
Downloads 99 (704,534)

Abstract:

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Post-acute sequelae of SARS-CoV-2, PASC, COVID-19, SARS-CoV-2

6.

A New Method for Estimating the Probability of Causal Relationships from Observational Data: Application to the Study of the Effects of Air Pollution on Cardiovascular and Respiratory Disease

Number of pages: 14 Posted: 17 Oct 2022
University of Minnesota - Minneapolis, University of Pittsburgh, University of Pittsburgh - Department of Biomedical Informatics, New York Genome Center, Harvard University - Harvard Medical School and University of Pittsburgh - Department of Biomedical Informatics
Downloads 99 (694,528)

Abstract:

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Local Causal Discovery, Latent Confounding, Air Pollution, Cardiovascular Disease, Respiratory Disease

7.

Verification-Based Blood Pressure Triage in Remote Patient Monitoring: Multi-Site Validation of Guideline-Based Detection with Rule-Based Alert Optimization

Number of pages: 28 Posted: 23 Jan 2026
Georgia Institute of Technology, Sinai Hospital of Baltimore - Sinai Center for Thrombosis Research and Drug Development, Northwell Cardiovascular Institute, University of Texas at Dallas - Southwestern Medical Center, J&J MedTech Heart Recovery, Wayne State University, University of Pittsburgh - Department of Biomedical Informatics and Sinai Hospital of Baltimore - Sinai Center for Thrombosis Research and Drug Development
Downloads 52 (1,170,409)

Abstract:

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Remote Patient Monitoring, RPM, Hypertension, Alert Fatigue, Clinical Decision Support, Triage, Telemedicine, Digital Health

8.

ReDWINE: A Clinical Datamart with Text Analytical Capabilities to Facilitate Rehabilitation Research

Number of pages: 17 Posted: 20 Apr 2023
University of Pittsburgh, University of Pittsburgh, University of Pittsburgh, University of Pittsburgh, University of Pittsburgh - School of Health and Rehabilitation Sciences, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh, University of Pittsburgh, University of Pittsburgh, University of Pittsburgh, University of Pittsburgh - School of Health and Rehabilitation Sciences, University of Pittsburgh and University of Pittsburgh - Department of Health Information Management
Downloads 44 (1,133,231)

Abstract:

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electronic health records, rehabilitation, clinical research informatics, informatics infrastructure, natural language processing