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A review of approaches to identifying patient phenotype cohorts using electronic health records

Journal of the American Medical Informatics Association : JAMIA, 2014-03, Vol.21 (2), p.221-230

2014

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Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review

JAMIA open, 2021-07, Vol.4 (3), p.ooab052-ooab052

2021

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On the performance of wide-area thin-client computing

ACM transactions on computer systems, 2006-05, Vol.24 (2), p.175-209

2006

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Sepsis Prediction for the General Ward Setting

Frontiers in digital health, 2022-03, Vol.4, p.848599

2022

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Addressing cancer survivors’ cardiovascular health using the automated heart health assessment (AH-HA) EHR tool: Initial protocol and modifications to address COVID-19 challenges

Contemporary clinical trials communications, 2021-06, Vol.22, p.100808-100808, Article 100808

2021

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Electronic health record data quality assessment and tools: a systematic review

Journal of the American Medical Informatics Association : JAMIA, 2023-09, Vol.30 (10), p.1730-1740

2023

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Electronic health record-based assessment of cardiovascular health: The stroke prevention in healthcare delivery environments (SPHERE) study

Preventive medicine reports, 2016-12, Vol.4, p.303-308

2016

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A Pragmatic Machine Learning Model To Predict Carbapenem Resistance

Antimicrobial agents and chemotherapy, 2021-06, Vol.65 (7), p.e0006321-e0006321

2021

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Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling

Journal of the American Medical Informatics Association : JAMIA, 2022-04, Vol.29 (5), p.813-821

2022

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Comparison of UMLS terminologies to identify risk of heart disease using clinical notes

Journal of biomedical informatics, 2015-12, Vol.58, p.S103-S110

2015

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A Randomized Trial Comparing Telemedicine Case Management with Usual Care in Older, Ethnically Diverse, Medically Underserved Patients with Diabetes Mellitus: 5 Year Results of the IDEATel Study

Journal of the American Medical Informatics Association : JAMIA, 2009-07, Vol.16 (4), p.446-456

2009

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Textual inference for eligibility criteria resolution in clinical trials

Journal of biomedical informatics, 2015-12, Vol.58 (Suppl), p.S211-S218

2015

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Utility-directed resource allocation in virtual desktop clouds

Computer networks (Amsterdam, Netherlands : 1999), 2011-12, Vol.55 (18), p.4112-4130

2011

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Leveraging GPT-4 for identifying cancer phenotypes in electronic health records: a performance comparison between GPT-4, GPT-3.5-turbo, Flan-T5, Llama-3-8B, and spaCy’s rule-based and machine learning-based methods

JAMIA open, 2024-07, Vol.7 (3), p.ooae060

2024

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Spot the difference: comparing results of analyses from real patient data and synthetic derivatives

JAMIA open, 2020-12, Vol.3 (4), p.557-566

2020

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Extraction of clinical phenotypes for Alzheimer’s disease dementia from clinical notes using natural language processing

JAMIA open, 2023-04, Vol.6 (1), p.ooad014-ooad014

2023

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Cannabis, Tobacco Use, and COVID-19 Outcomes

JAMA network open, 2024-06, Vol.7 (6), p.e2417977

2024

Volltextzugriff (PDF)

Transmission dynamics: Data sharing in the COVID‐19 era

Learning health systems, 2021-01, Vol.5 (1), p.e10235-n/a

2021

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Stochastic curtailment of health questionnaires: A method to reduce respondent burden

Statistics in medicine, 2011-07, Vol.30 (16), p.1989-2004

2011

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Automatic data source identification for clinical trial eligibility criteria resolution

AMIA ... Annual Symposium proceedings, 2016, Vol.2016, p.1149-1158

2016

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SARS-CoV-2 screening testing in schools for children with intellectual and developmental disabilities

Journal of neurodevelopmental disorders, 2021-12, Vol.13 (1), p.31-31, Article 31

2021

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Pilot Investigation of SARS-CoV-2 Secondary Transmission in Kindergarten Through Grade 12 Schools Implementing Mitigation Strategies - St. Louis County and City of Springfield, Missouri, December 2020

MMWR. Morbidity and mortality weekly report, 2021-03, Vol.70 (12), p.449-455

2021

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Comparison of early warning scores for sepsis early identification and prediction in the general ward setting

JAMIA open, 2021-07, Vol.4 (3), p.ooab062-ooab062

2021

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A review of approaches to identifying patient phenotype cohorts using electronic health records

Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review

On the performance of wide-area thin-client computing

Sepsis Prediction for the General Ward Setting

Addressing cancer survivors’ cardiovascular health using the automated heart health assessment (AH-HA) EHR tool: Initial protocol and modifications to address COVID-19 challenges

Electronic health record data quality assessment and tools: a systematic review

Electronic health record-based assessment of cardiovascular health: The stroke prevention in healthcare delivery environments (SPHERE) study

A Pragmatic Machine Learning Model To Predict Carbapenem Resistance

Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling

Comparison of UMLS terminologies to identify risk of heart disease using clinical notes

A Randomized Trial Comparing Telemedicine Case Management with Usual Care in Older, Ethnically Diverse, Medically Underserved Patients with Diabetes Mellitus: 5 Year Results of the IDEATel Study

Textual inference for eligibility criteria resolution in clinical trials

Modifications to student quarantine policies in K–12 schools implementing multiple COVID-19 prevention strategies restores in-person education without increasing SARS-CoV-2 transmission risk, January-March 2021

Utility-directed resource allocation in virtual desktop clouds

Modifications to student quarantine policies in K-12 schools implementing multiple COVID-19 prevention strategies restores in-person education without increasing SARS-CoV-2 transmission risk, January-March 2021

Leveraging GPT-4 for identifying cancer phenotypes in electronic health records: a performance comparison between GPT-4, GPT-3.5-turbo, Flan-T5, Llama-3-8B, and spaCy’s rule-based and machine learning-based methods

Spot the difference: comparing results of analyses from real patient data and synthetic derivatives

Extraction of clinical phenotypes for Alzheimer’s disease dementia from clinical notes using natural language processing

Cannabis, Tobacco Use, and COVID-19 Outcomes

Transmission dynamics: Data sharing in the COVID‐19 era

Stochastic curtailment of health questionnaires: A method to reduce respondent burden

Automatic data source identification for clinical trial eligibility criteria resolution

SARS-CoV-2 screening testing in schools for children with intellectual and developmental disabilities

Pilot Investigation of SARS-CoV-2 Secondary Transmission in Kindergarten Through Grade 12 Schools Implementing Mitigation Strategies - St. Louis County and City of Springfield, Missouri, December 2020

Comparison of early warning scores for sepsis early identification and prediction in the general ward setting

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