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Classifying early infant feeding status from clinical notes using natural language processing and machine learning

Scientific reports, 2024-04, Vol.14 (1), p.7831-7831, Article 7831

2024

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Identification of Prediabetes Discussions in Unstructured Clinical Documentation: Validation of a Natural Language Processing Algorithm

JMIR medical informatics, 2022-02, Vol.10 (2), p.e29803-e29803

2022

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A risk identification model for detection of patients at risk of antidepressant discontinuation

Frontiers in artificial intelligence, 2023-08, Vol.6, p.1229609-1229609

2023

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Measuring the Value of a Practical Text Mining Approach to Identify Patients With Housing Issues in the Free-Text Notes in Electronic Health Record: Findings of a Retrospective Cohort Study

Frontiers in public health, 2021-08, Vol.9, p.697501-697501

2021

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Suicidal Ideation and Suicide-Attempt-Related Hospitalizations among People with Alzheimer's Disease (AD) and AD-Related Dementias in the United States during 2016-2018

Journal of clinical medicine, 2022-02, Vol.11 (4), p.943

2022

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Language impairment in adults with end-stage liver disease: application of natural language processing towards patient-generated health records

NPJ digital medicine, 2019-12, Vol.2 (1), p.106-106, Article 106

2019

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Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

JMIR medical informatics, 2019-08, Vol.7 (3), p.e13802-e13802

2019

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Assessing the Impact of Social Needs and Social Determinants of Health on Health Care Utilization: Using Patient- and Community-Level Data

Population health management, 2021-04, Vol.24 (2), p.222

2021

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Patient Trajectories Among Persons Hospitalized for COVID-19 : A Cohort Study

Annals of internal medicine, 2021-01, Vol.174 (1), p.33

2021

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COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model

Journal of the American Medical Informatics Association : JAMIA, 2021-06, Vol.28 (6), p.1275-1283

2021

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Analysis of Primary Care Provider Electronic Health Record Notes for Discussions of Prediabetes Using Natural Language Processing Methods

Journal of general internal medicine : JGIM, 2021-01

2021

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1005-P: Developing a Machine-Learning–Based Prediction Model for Diabetes Duration Using Information from Electronic Health Records

Diabetes (New York, N.Y.), 2023-06, Vol.72 (Supplement_1), p.1

2023

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842-P: Analysis of Primary Care Provider (PCP) EHR Notes for Discussions of Prediabetes Using Natural Language Processing (NLP) Methods

Diabetes (New York, N.Y.), 2020-06, Vol.69 (Supplement_1)

2020

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A Pilot Study to Improve the Use of Electronic Health Records for Identification of Patients with Social Determinants of Health Challenges: A Collaboration of Johns Hopkins Health System and Kaiser Permanente

Health services research, 2021-09, Vol.56 (S2), p.27-28

2021

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Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes

Journal of the American Medical Informatics Association : JAMIA, 2023-07, Vol.30 (8), p.1418-1428

2023

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An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

Journal of the American Medical Informatics Association : JAMIA, 2023-11, Vol.30 (12), p.2036-2040

2023

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Tu1587 – Language Impairment in Adults with End-Stage Liver Disease: A Novel Application of Tools from Natural Language Processing

Gastroenterology (New York, N.Y. 1943), 2019-05, Vol.156 (6), p.S-1369-S-1369

2019

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Representing and utilizing clinical textual data for real world studies: An OHDSI approach

Journal of biomedical informatics, 2023-06, Vol.142, p.104343-104343, Article 104343

2023

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Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system

JAMIA open, 2023-12, Vol.6 (4), p.ooad085-ooad085

2023

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Development and assessment of a natural language processing model to identify residential instability in electronic health records' unstructured data: a comparison of 3 integrated healthcare delivery systems

JAMIA open, 2022-04, Vol.5 (1), p.ooac006-ooac006

2022

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Knowledge Based Word Sense Disambiguation with Distributional Semantic Expansion for the Persian Language

2020 10th International Conference on Computer and Knowledge Engineering (ICCKE), 2020, p.329-335

2020

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Compound Verbs in Persian Wordnet

International journal of lexicography, 2012-03, Vol.25 (1), p.50-67

2012

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Data collection and normalization for building the Scenario-Based Lexical Knowledge Resource of a text-to-scene conversion system

2010 Fifth International Workshop Semantic Media Adaptation and Personalization, 2010, p.25-30

2010

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IEEE_Xplore

Collecting Semantic Information for Locations in the Scenario-Based Lexical Knowledge Resource of a Text-to-Scene Conversion System

Knowledge-Based and Intelligent Information and Engineering Systems, p.378-387

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A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings

Proceedings of the 2018 International Conference on Digital Health, 2018, p.16-20

2018

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Classifying early infant feeding status from clinical notes using natural language processing and machine learning

Identification of Prediabetes Discussions in Unstructured Clinical Documentation: Validation of a Natural Language Processing Algorithm

A risk identification model for detection of patients at risk of antidepressant discontinuation

Measuring the Value of a Practical Text Mining Approach to Identify Patients With Housing Issues in the Free-Text Notes in Electronic Health Record: Findings of a Retrospective Cohort Study

Suicidal Ideation and Suicide-Attempt-Related Hospitalizations among People with Alzheimer's Disease (AD) and AD-Related Dementias in the United States during 2016-2018

Language impairment in adults with end-stage liver disease: application of natural language processing towards patient-generated health records

Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System

Assessing the Impact of Social Needs and Social Determinants of Health on Health Care Utilization: Using Patient- and Community-Level Data

Patient Trajectories Among Persons Hospitalized for COVID-19 : A Cohort Study

COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model

Analysis of Primary Care Provider Electronic Health Record Notes for Discussions of Prediabetes Using Natural Language Processing Methods

1005-P: Developing a Machine-Learning–Based Prediction Model for Diabetes Duration Using Information from Electronic Health Records

842-P: Analysis of Primary Care Provider (PCP) EHR Notes for Discussions of Prediabetes Using Natural Language Processing (NLP) Methods

A Pilot Study to Improve the Use of Electronic Health Records for Identification of Patients with Social Determinants of Health Challenges: A Collaboration of Johns Hopkins Health System and Kaiser Permanente

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

Tu1587 – Language Impairment in Adults with End-Stage Liver Disease: A Novel Application of Tools from Natural Language Processing

Representing and utilizing clinical textual data for real world studies: An OHDSI approach

Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system

Development and assessment of a natural language processing model to identify residential instability in electronic health records' unstructured data: a comparison of 3 integrated healthcare delivery systems

Knowledge Based Word Sense Disambiguation with Distributional Semantic Expansion for the Persian Language

Compound Verbs in Persian Wordnet

Data collection and normalization for building the Scenario-Based Lexical Knowledge Resource of a text-to-scene conversion system

Collecting Semantic Information for Locations in the Scenario-Based Lexical Knowledge Resource of a Text-to-Scene Conversion System

A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings

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