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Toward a hemorrhagic trauma severity score: fusing five physiological biomarkers.

Journal of translational medicine | 2020

To introduce the Hemorrhage Intensive Severity and Survivability (HISS) score, based on the fusion of multi-biomarker data; glucose, lactate, pH, potassium, and oxygen tension, to serve as a patient-specific attribute in hemorrhagic trauma.

Pubmed ID: 32928219 RIS Download

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MATLAB (tool)

RRID:SCR_001622

Multi paradigm numerical computing environment and fourth generation programming language developed by MathWorks. Allows matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other languages, including C, C++, Java, Fortran and Python. Used to explore and visualize ideas and collaborate across disciplines including signal and image processing, communications, control systems, and computational finance.

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scikit-learn (tool)

RRID:SCR_002577

scikit-learn: machine learning in Python

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SAS JMP Pro (tool)

RRID:SCR_022199

Statistical software tool. Predictive analytics software. Offers all tools in JMP plus advanced features for more sophisticated analyses.

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