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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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

A Pragmatic Machine Learning Model To Predict Carbapenem Resistance

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

2021

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

When past is not a prologue: Adapting informatics practice during a pandemic

Journal of the American Medical Informatics Association : JAMIA, 2020-07, Vol.27 (7), p.1142-1146

2020

Volltextzugriff (PDF)

Textual inference for eligibility criteria resolution in clinical trials

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

2015

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

Automatic data source identification for clinical trial eligibility criteria resolution

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

2016

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

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

Volltextzugriff (PDF)

OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification

JAMIA open, 2022-12, Vol.5 (4), p.ooac105-ooac105

2022

Volltextzugriff (PDF)

Effectively processing medical term queries on the UMLS Metathesaurus by layered dynamic programming

BMC medical genomics, 2014-05, Vol.7 Suppl 1 (S1), p.S11-S11, Article S11

2014

Volltextzugriff (PDF)

Repurposing the Clinical Record: Can an Existing Natural Language Processing System De-identify Clinical Notes?

Journal of the American Medical Informatics Association : JAMIA, 2009-01, Vol.16 (1), p.37-39

2009

Volltextzugriff (PDF)

The geographic distribution of cardiovascular health in the stroke prevention in healthcare delivery environments (SPHERE) study

Journal of biomedical informatics, 2016-04, Vol.60, p.95-103

2016

Volltextzugriff (PDF)

Extracting temporal constraints from clinical research eligibility criteria using conditional random fields

AMIA ... Annual Symposium proceedings, 2011, Vol.2011, p.843-852

2011

Volltextzugriff (PDF)

Syndromic Surveillance Using Ambulatory Electronic Health Records

Journal of the American Medical Informatics Association : JAMIA, 2009-05, Vol.16 (3), p.354-361

2009

Volltextzugriff (PDF)

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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

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

When past is not a prologue: Adapting informatics practice during a pandemic

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

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

Automatic data source identification for clinical trial eligibility criteria resolution

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

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

OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification

Effectively processing medical term queries on the UMLS Metathesaurus by layered dynamic programming

Repurposing the Clinical Record: Can an Existing Natural Language Processing System De-identify Clinical Notes?

The geographic distribution of cardiovascular health in the stroke prevention in healthcare delivery environments (SPHERE) study

Extracting temporal constraints from clinical research eligibility criteria using conditional random fields

Syndromic Surveillance Using Ambulatory Electronic Health Records

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