2024
Improving tabular data extraction in scanned laboratory reports using deep learning models
Li Y, Wei Q, Chen X, Li J, Tao C, Xu H. Improving tabular data extraction in scanned laboratory reports using deep learning models. Journal Of Biomedical Informatics 2024, 159: 104735. PMID: 39393477, DOI: 10.1016/j.jbi.2024.104735.Peer-Reviewed Original ResearchTree edit distanceOptical character recognitionTable recognitionDeep learning modelsAverage recallAverage precisionState-of-the-art deep learning modelsLearning modelsRegion-of-interest detectionState-of-the-artCharacter recognitionDetection evaluationTree editingTabular dataImpressive resultsLab test resultsLaboratory test reportsClinical documentationRecognitionLaboratory reportsHealthcare organizationsClinical data analysisDecision makingClinical decision makingTest reports
2023
FinFax: Fast Interpretation of Fax with NLP
Anjum O, Chen L, Denlinger R, Anam E, Dongsheng Y, Wooldridge C, Citardi M, Zhang J, Xu H, Jiang X. FinFax: Fast Interpretation of Fax with NLP. 2023, 1-2. DOI: 10.1145/3584371.3613019.Peer-Reviewed Original ResearchEnd systemCritical medical informationElectronic health record systemsHealth record systemsReal-life applicationsVital clinical dataFirst endManual processingInformation exchangeHealthcare organizationsOverall workflowHealth recordsMedical informationRecord systemWorkflowFinal outputFast interpretationFaxAcademic environmentInformationPertinent informationMultiple solutionsProcessingReal-life hospital settingsNLP