 Connection
David Murphy to Machine Learning
This is a "connection" page, showing publications David Murphy has written about Machine Learning.
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Connection Strength |
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0.258 |
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Murray B, Zhang T, Chen Z, Chen X, Zhao B, Smith SE, Devlin JW, Murphy DJ, Kamaleswaran R, Sikora A. Augmenting Mortality Prediction in Critically Ill Adults With Medication Data and Machine Learning Models. Crit Care Explor. 2025 Oct; 7(10):e1331.
Score: 0.151
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Zhao B, Shen Y, Henry K, Devlin JW, Murphy DJ, Smith SE, Murray B, Rowe S, Sikora A. A Data-Driven Medication Regimen Complexity Score for Critically Ill Patients: MRC-ICU 2.0. Pharmacotherapy. 2026 Aug; 46(8):e70185.
Score: 0.040
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Henry K, Deng S, Chen X, Zhang T, Devlin JW, Murphy DJ, Smith SE, Murray B, Kamaleswaran R, Most A, Sikora A. Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. Pharmacotherapy. 2025 02; 45(2):76-86.
Score: 0.036
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Sikora A, Rafiei A, Rad MG, Keats K, Smith SE, Devlin JW, Murphy DJ, Murray B, Kamaleswaran R. Pharmacophenotype identification of intensive care unit medications using unsupervised cluster analysis of the ICURx common data model. Crit Care. 2023 05 02; 27(1):167.
Score: 0.032
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Connection Strength
The connection strength for concepts is the sum of the scores for each matching publication.
Publication scores are based on many factors, including how long ago they were written and whether the person is a first or senior author.
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