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Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare

Third edition, 2023

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A scoping review of transfer learning research on medical image analysis using ImageNet

Computers in biology and medicine, 2021-01, Vol.128, p.104115-104115, Article 104115

2021

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Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury

JMIR medical informatics, 2020-03, Vol.8 (3), p.e14272-e14272

2020

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Iterative heuristic design of temporal graphic displays with clinical domain experts

Journal of clinical monitoring and computing, 2021-10, Vol.35 (5), p.1119-1131

2021

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Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations

Mayo Clinic proceedings, 2023-03, Vol.98 (3), p.366-369

2023

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Genomic Information for Clinicians in the Electronic Health Record: Lessons Learned From the Clinical Genome Resource Project and the Electronic Medical Records and Genomics Network

Frontiers in genetics, 2019-10, Vol.10, p.1059-1059

2019

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Unintended Consequences of Nationwide Electronic Health Record Adoption: Challenges and Opportunities in the Post-Meaningful Use Era

Journal of medical Internet research, 2019-06, Vol.21 (6), p.e13313-e13313

2019

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Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

JMIR medical informatics, 2022-08, Vol.10 (8), p.e37842-e37842

2022

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Text summarization in the biomedical domain: A systematic review of recent research

Journal of biomedical informatics, 2014-12, Vol.52, p.457-467

2014

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Barriers and facilitators to clinical information seeking: a systematic review

Journal of the American Medical Informatics Association : JAMIA, 2019-10, Vol.26 (10), p.1129-1140

2019

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Predictive analytics for step-up therapy: Supervised or semi-supervised learning?

Journal of biomedical informatics, 2021-07, Vol.119, p.103842-103842, Article 103842

2021

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A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study

Journal of medical Internet research, 2018-06, Vol.20 (6), p.e10281-e10281

2018

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SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care

The spine journal, 2021-10, Vol.21 (10), p.1649-1651

2021

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Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility

Journal of the American Medical Informatics Association : JAMIA, 2022-04, Vol.29 (5), p.779-788

2022

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Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN)

Journal of the American Medical Informatics Association : JAMIA, 2017-09, Vol.24 (5), p.933-941

2017

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A systematic review of theoretical constructs in CDS literature

BMC medical informatics and decision making, 2021-03, Vol.21 (1), p.102-102, Article 102

2021

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Automatic identification of high impact articles in PubMed to support clinical decision making

Journal of biomedical informatics, 2017-09, Vol.73, p.95-103

2017

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Impact of integrated graphical display on expert and novice diagnostic performance in critical care

Journal of the American Medical Informatics Association : JAMIA, 2020-08, Vol.27 (8), p.1287-1292

2020

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Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory

Journal of the American Medical Informatics Association : JAMIA, 2021-11, Vol.28 (12), p.2626-2640

2021

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Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations

JAMA network open, 2021-01, Vol.4 (1), p.e2033769-e2033769

2021

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Understanding complex clinical reasoning in infectious diseases for improving clinical decision support design

BMC medical informatics and decision making, 2015-11, Vol.15 (1), p.101-101, Article 101

2015

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A qualitative study of prevalent laboratory information systems and data communication patterns for genetic test reporting

Genetics in medicine, 2021-11, Vol.23 (11), p.2171-2177

2021

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A qualitative investigation of biomedical informatics interoperability standards for genetic test reporting: benefits, challenges, and motivations from the testing laboratory's perspective

Genetics in medicine, 2021-11, Vol.23 (11), p.2178-2185

2021

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User interface approaches implemented with automated patient deterioration surveillance tools: protocol for a scoping review

BMJ open, 2022-01, Vol.12 (1), p.e055525-e055525

2022

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Patient Interactions With an Automated Conversational Agent Delivering Pretest Genetics Education: Descriptive Study

Journal of medical Internet research, 2021-11, Vol.23 (11), p.e29447-e29447

2021

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Clinical Decision Support and Beyond: Progress and Opportunities in Knowledge-Enhanced Health and Healthcare

A scoping review of transfer learning research on medical image analysis using ImageNet

Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury

Iterative heuristic design of temporal graphic displays with clinical domain experts

Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations

Genomic Information for Clinicians in the Electronic Health Record: Lessons Learned From the Clinical Genome Resource Project and the Electronic Medical Records and Genomics Network

Unintended Consequences of Nationwide Electronic Health Record Adoption: Challenges and Opportunities in the Post-Meaningful Use Era

Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

Text summarization in the biomedical domain: A systematic review of recent research

Barriers and facilitators to clinical information seeking: a systematic review

Predictive analytics for step-up therapy: Supervised or semi-supervised learning?

A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study

SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care

Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility

Information needs of physicians, care coordinators, and families to support care coordination of children and youth with special health care needs (CYSHCN)

A systematic review of theoretical constructs in CDS literature

Automatic identification of high impact articles in PubMed to support clinical decision making

Impact of integrated graphical display on expert and novice diagnostic performance in critical care

Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory

Evaluation of Revised US Preventive Services Task Force Lung Cancer Screening Guideline Among Women and Racial/Ethnic Minority Populations

Understanding complex clinical reasoning in infectious diseases for improving clinical decision support design

A qualitative study of prevalent laboratory information systems and data communication patterns for genetic test reporting

A qualitative investigation of biomedical informatics interoperability standards for genetic test reporting: benefits, challenges, and motivations from the testing laboratory's perspective

User interface approaches implemented with automated patient deterioration surveillance tools: protocol for a scoping review

Patient Interactions With an Automated Conversational Agent Delivering Pretest Genetics Education: Descriptive Study

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