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optum ehr  (Humedica Inc)
90
Humedica Inc optum ehr
Summary of studies on natural language processing (NLP) and hypoglycemia.
Optum Ehr, supplied by Humedica Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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optum ehr  (Optum Inc)
86
Optum Inc optum ehr
Summary of studies on natural language processing (NLP) and hypoglycemia.
Optum Ehr, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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ehr dataset • death • diagnosis  (Optum Inc)
86
Optum Inc ehr dataset • death • diagnosis
Summary of studies on natural language processing (NLP) and hypoglycemia.
Ehr Dataset • Death • Diagnosis, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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life science clinical ehr  (Optum Inc)
86
Optum Inc life science clinical ehr
Summary of studies on natural language processing (NLP) and hypoglycemia.
Life Science Clinical Ehr, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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optum partner ehr system  (Optum Inc)
86
Optum Inc optum partner ehr system
Summary of studies on natural language processing (NLP) and hypoglycemia.
Optum Partner Ehr System, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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optum ehr repository  (Optum Inc)
86
Optum Inc optum ehr repository
Patient Selection Criteria. Abbreviations: DVT , deep vein thrombosis; <t>EHR</t> , <t>electronic</t> <t>health</t> <t>record;</t> ED , emergency department; NVAF , non-valvular atrial fibrillation; OAC , oral anticoagulant; OSA , obstructive sleep apnea; PE , pulmonary embolism.
Optum Ehr Repository, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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optum oncology ehr data  (Optum Inc)
86
Optum Inc optum oncology ehr data
Patient Selection Criteria. Abbreviations: DVT , deep vein thrombosis; <t>EHR</t> , <t>electronic</t> <t>health</t> <t>record;</t> ED , emergency department; NVAF , non-valvular atrial fibrillation; OAC , oral anticoagulant; OSA , obstructive sleep apnea; PE , pulmonary embolism.
Optum Oncology Ehr Data, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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dod optum ehr  (Optum Inc)
86
Optum Inc dod optum ehr
Patient Selection Criteria. Abbreviations: DVT , deep vein thrombosis; <t>EHR</t> , <t>electronic</t> <t>health</t> <t>record;</t> ED , emergency department; NVAF , non-valvular atrial fibrillation; OAC , oral anticoagulant; OSA , obstructive sleep apnea; PE , pulmonary embolism.
Dod Optum Ehr, supplied by Optum Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Image Search Results


Summary of studies on natural language processing (NLP) and hypoglycemia.

Journal: JMIR Diabetes

Article Title: Identifying Patients With Hypoglycemia Using Natural Language Processing: Systematic Literature Review

doi: 10.2196/34681

Figure Lengend Snippet: Summary of studies on natural language processing (NLP) and hypoglycemia.

Article Snippet: Nunes et al, 2016 [ ], United States , Optum Humedica EHR a database, which incorporates EHRs from 35 large medical provider organizations (including >195 hospitals), >25,000 physicians, and >25 million patients, making up the largest EHR database within the United States (January 2009 to March 2014) , Serious: ICD-9 b identified events were characterized as serious or nonserious if the diagnosis was identified within a problem list; NLP-identified categories included serious (eg, serious, acute, severe, and profound); mild to moderate: NLP-identified categories included mild to moderate (eg, mild, moderate, slight, and minor) , ICD-9 algorithm (structured diagnostic codes only); NLP algorithm (NLP of clinical notes); combined algorithm (either ICD-9 diagnostic codes or NLP of clinical notes) , Rule-based , The final algorithm was validated by manual review: precision (PPV c )=0.77, recall (sensitivity)=0.67 , Period prevalence (%): any conditions: ICD-9: 12.37, NLP: 25.11, combined: 32.19; serious: ICD-9: 11.93, NLP: 10.71, combined: 18.72; mild to moderate: ICD-9: 0.00, NLP: 0.76, combined: 0.78. Incidence rate (per 100 person-years): any conditions: ICD-9: 2.25, NLP: 4.78, combined: 6.28. Serious: ICD-9: 2.12, NLP: 1.72, combined: 3.19; mild to moderate: ICD-9: 0.00, NLP: 0.09, combined: 0.08. Event rate (per 100 person-years): any conditions: ICD-9: 6.92, NLP: 10.03, combined: 16.12; serious: ICD-9: 6.63, NLP: 3.06, combined: 8.90; mild to moderate: ICD-9: 0.00, NLP: 0.20, combined: 0.19.

Techniques: Diagnostic Assay, Modification, Generated

Patient Selection Criteria. Abbreviations: DVT , deep vein thrombosis; EHR , electronic health record; ED , emergency department; NVAF , non-valvular atrial fibrillation; OAC , oral anticoagulant; OSA , obstructive sleep apnea; PE , pulmonary embolism.

Journal: Clinical and Applied Thrombosis/Hemostasis

Article Title: Effectiveness and Safety of Rivaroxaban Versus Warfarin in Venous Thromboembolism Patients with Comorbid Obstructive Sleep Apnea: A Retrospective Cohort Study

doi: 10.1177/10760296251384278

Figure Lengend Snippet: Patient Selection Criteria. Abbreviations: DVT , deep vein thrombosis; EHR , electronic health record; ED , emergency department; NVAF , non-valvular atrial fibrillation; OAC , oral anticoagulant; OSA , obstructive sleep apnea; PE , pulmonary embolism.

Article Snippet: Lastly, not all institutions contribute data to the Optum ® EHR repository.

Techniques: Selection