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research [2018/06/13 09:58]
shyam [Precision medicine and patient-specific modeling] |
research [2019/03/03 19:35]
shyam [Data mining and causal discovery from biomedical data] |
| Development and application of causal discovery machine learning methods to biomedical data including large-scale electronic medical record data is important for uncovering casual relations in these data. This work is in collaboration with [[http://www.dbmi.pitt.edu/person/gregory-cooper-md-phd|Gregory F. Cooper]] and [[http://www.mdphd.pitt.edu/students/eric-strobl|Eric Strobl]] and is funded by a [[https://projectreporter.nih.gov/project_info_description.cfm?aid=8935874|U54 grant from NHGRI]], NIH. | Development and application of causal discovery machine learning methods to biomedical data including large-scale electronic medical record data is important for uncovering casual relations in these data. This work is in collaboration with [[http://www.dbmi.pitt.edu/person/gregory-cooper-md-phd|Gregory F. Cooper]] and [[http://www.mdphd.pitt.edu/students/eric-strobl|Eric Strobl]] and is funded by a [[https://projectreporter.nih.gov/project_info_description.cfm?aid=8935874|U54 grant from NHGRI]], NIH. |
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| Surging use of social media1 has resulted in unprecedented opportunities for examination of complex social and behavioral phenomena. We are developing machine learning infoveillance tools to study cancer communication in Twitter data. This work is in collaboration with This work is in collaboration with [[https://www.dom.pitt.edu/dgim/faculty_info.aspx/Primack4945|Brian Primack]] and is funded by a [[https://projectreporter.nih.gov/project_info_details.cfm?aid=950346|R01 grant from NCI]], NIH. | Surging use of social media has resulted in unprecedented opportunities for examination of complex social and behavioral phenomena. We are developing machine learning infoveillance tools to study cancer communication in Twitter data. This work is in collaboration with This work is in collaboration with [[https://www.dom.pitt.edu/dgim/faculty_info.aspx/Primack4945|Brian Primack]] and is funded by a [[https://projectreporter.nih.gov/project_info_details.cfm?aid=950346|R01 grant from NCI]], NIH. |
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| The areas of focus include: | The areas of focus include: |