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Brainstorming
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Goal Identify a use case and create a collaborative group to build a POC that demonstrates the secondary use of EMR data for patient recruitment for clinical trials
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Is the use case good? Chimezie: yes Rachel: yes June: yes? Aaron: yes
Vijay: yes Jyotishman: yes Ronen: yes Tom: Qualified Yes Transformation George Allen/VA: Yes Susie – share with Lilly development Yes Don: Product uses machine learning Qualified yes Dan: Good use case Adrian: Good use case Alan: Yes Eric N: Yes Joanne : Yes
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Issues Characteristics of patients may not be available in the EMR
Broadness of Inclusion/Exclusion Criteria Make sure you incorporate the hard cases Variables of interest Some other aspect of EMR shipping to the patient Clinical Database and a funder of clinical trial Interfaces Mapping into EMR system…. Need for mapping tools Data required for regulatory agencies.. Interactions with Machine Learnining Social Networks Metrics of success Inter-rater reliability? Coverage, etc. Feedback Explanation, data collection
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Data Issue Vipul: Will try to get some data
Alan: choose criteria to reduce the type of anonymyzation required Need to develop specific criteria and data requirements spreadsheet K anonymyzation Data should come from at least two sources if not more
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Resources George Allen – college student Tom – Get back to me
Ronen Fox: Hopefully at least 1 Jyotishman: Get back to me Scott Marshall: 1 student possible Joanne: Get back to me Aaron: Get back Michel: 2 students or more Rachel: 1 day/week Alan: Get back to me Eric: U Cincinnati – Bruce Aronow’s students Amit Sheth’s students Chimezie: Vipul: 1 day/week Susie: ! Student Dan: 1 day/week Marcus: something more concrete Adrian – Rule bases applications … need to define
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Concrete Project Plan Do it on the next Telcon
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Regulatory Issues June: Federally mandate barrier… Clinicians cannot refer patients for research studies A researcher can find cohort and go to the clinician
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