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start [2022/09/05 16:53]
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| We **answer clinical questions** to enable better medical decisions using EHR and Claims data, via a bedside consult service that enables the use of aggregate patient data at the [[http://stanmed.stanford.edu/2016winter/on-the-button.html|point of care]]. Check out our [[:greenbutton| Informatics Consult Service]] that puts this [[https://shahlab.stanford.edu/greenbutton_idea| idea]] in action. | We **answer clinical questions** to enable better medical decisions using EHR and Claims data, via a bedside consult service that enables the use of aggregate patient data at the [[http://stanmed.stanford.edu/2016winter/on-the-button.html|point of care]]. Check out our [[:greenbutton| Informatics Consult Service]] that puts this [[https://shahlab.stanford.edu/greenbutton_idea| idea]] in action. |
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| We **make predictions** that allow taking mitigating actions. We [[https://arxiv.org/abs/2007.10306|characterize the fairness]] and examine the [[https://www.nejm.org/doi/full/10.1056/NEJMp1714229|ethical implications]] of using machine learning in clinical care. We have built models for predicting [[http://bmjopen.bmj.com/cgi/content/full/bmjopen-2016-011580?ijkey=oCxNIjOhCzOdmR8&keytype=ref| future increases in cost]], identifying [[http://www.ncbi.nlm.nih.gov/pubmed/26606167| slow healing wounds]], [[http://www.ncbi.nlm.nih.gov/pubmed/24988898|missed diagnoses of depression]] and for [[http://stanmed.stanford.edu/2018summer/artificial-intelligence-puts-humanity-health-care.html| improving palliative care]]. Check out our [[:aihc| Program for AI in Healthcare]] | We **make predictions** that allow taking mitigating actions, while maintaining the [[https://stanmed.stanford.edu/artificial-intelligence-puts-humanity-health-care/ human touch in patient care]]. Check out our [[:aihc| Program for AI in Healthcare]] and the [[:datascience | Applied Data Science team]] that puts these ideas in action. |
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| We develop methods to analyze multiple datatypes for **generating insights**. Such as: | We develop methods to analyze multiple datatypes for **generating insights**. Such as: |
