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
2018
Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches
Miao S, Xu T, Wu Y, Xie H, Wang J, Jing S, Zhang Y, Zhang X, Yang Y, Zhang X, Shan T, Wang L, Xu H, Wang S, Liu Y. Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches. International Journal Of Medical Informatics 2018, 119: 17-21. PMID: 30342682, DOI: 10.1016/j.ijmedinf.2018.08.009.Peer-Reviewed Original ResearchConceptsLearning-based methodsBreast ultrasound reportsElectronic health record systemsTraditional machine learning-based methodsDeep learning-based approachDeep learning-based methodsNatural language processing methodsMachine learning-based methodsDeep learning technologyConditional random field algorithmDeep learning approachLanguage processing methodsLearning-based approachUltrasound reportsBreast cancer researchRule-based methodHealth record systemsBreast radiology reportsLearning technologyNLP approachLearning approachField algorithmDetailed clinical informationWide adoptionRecord systemToward a normalized clinical drug knowledge base in China—applying the RxNorm model to Chinese clinical drugs
Wang L, Zhang Y, Jiang M, Wang J, Dong J, Liu Y, Tao C, Jiang G, Zhou Y, Xu H. Toward a normalized clinical drug knowledge base in China—applying the RxNorm model to Chinese clinical drugs. Journal Of The American Medical Informatics Association 2018, 25: 809-818. PMID: 29635469, PMCID: PMC7647010, DOI: 10.1093/jamia/ocy020.Peer-Reviewed Original ResearchConceptsChinese patent drugDrug knowledge basePatent drugsClinical drugsChemical drugsChinese drugsManual reviewChinese patent medicineElectronic health record systemsClinical dataChina's health insurance systemHealth record systemsDrug AdministrationHealth insurance systemDrug informationDrugsPatent medicineDrug namesRecord systemPharmacy system
2012
Electronic Medical Records as a Tool in Clinical Pharmacology: Opportunities and Challenges
Roden D, Xu H, Denny J, Wilke R. Electronic Medical Records as a Tool in Clinical Pharmacology: Opportunities and Challenges. Clinical Pharmacology & Therapeutics 2012, 91: 1083-1086. PMID: 22534870, PMCID: PMC3819803, DOI: 10.1038/clpt.2012.42.Peer-Reviewed Original Research
2011
Data from clinical notes: a perspective on the tension between structure and flexible documentation
Rosenbloom S, Denny J, Xu H, Lorenzi N, Stead W, Johnson K. Data from clinical notes: a perspective on the tension between structure and flexible documentation. Journal Of The American Medical Informatics Association 2011, 18: 181-186. PMID: 21233086, PMCID: PMC3116264, DOI: 10.1136/jamia.2010.007237.Peer-Reviewed Original ResearchConceptsReusable dataElectronic health record system adoptionStructured documentationComputer-based documentation systemsClinical notesClinical documentationStructured dataText processingSystem adoptionRecord systemSuch systemsDocumentation systemWorkflowContent needsProvidersUsabilityDocumentationExpressivitySystemHealthcare providersPatient careDataProcessingMajor goalAdoption