Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting
Wismüller A, DSouza AM, Abidin AZ, Ali Vosoughi M, Gange C, Cortopassi IO, Bozovic G, Bankier AA, Batra K, Chodakiewitz Y, Xi Y, Whitlow CT, Ponnatapura J, Wendt GJ, Weinberg EP, Stockmaster L, Shrier DA, Shin MC, Modi R, Lo HS, Kligerman S, Hamid A, Hahn LD, Garcia GM, Chung JH, Altes T, Abbara S, Bader AS. Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. Npj Digital Medicine 2022, 5: 120. PMID: 35986059, PMCID: PMC9388980, DOI: 10.1038/s41746-022-00653-2.Peer-Reviewed Original ResearchNatural language processingImage analysis serviceRadiology reportsSoftware infrastructureService requestsData harvestingAnalysis servicesLanguage processingCommercial AIGround truthManual reviewNLP accuracyExploratory toolResult dataComputed tomography pulmonary angiogramAIHealthcare systemPulmonary embolismInfrastructureRequestsEarly COVID-19 pandemicPE casesServicesAccuracyProcessing
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