che ngufor
@cngufor
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Associate Consultant I, Mayo Clinic
Rochester MN
Joined April 2009
Real world application of causal machine learning in healthcare. Check out our recent paper on the heterogeneity of oral anticoagulants selection in Afib patients:
pubmed.ncbi.nlm.nih.gov
Among patients with AF treated with a NOAC or warfarin, a causal ML method identified patient subgroups with differences in outcomes associated with OAC use. The findings suggest that the effects of...
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In an interdisciplinary work, we describe how factoring a new representation of clinical knowledge in #EHR into #AI can predict mortality and major cardiovascular events in patients with #Diabetes. Take a look at our newly published paper @JAMANetworkOpen
jamanetwork.com
This cohort study introduces a new representation of patient data called disease severity hierarchy that leverages domain knowledge in a nested fashion to create subpopulations that share increasing...
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RT @JAMANetworkOpen: Cohort study of 52k patients using a new representation of patient data to develop and train #MachineLearning models t….
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RT @africatechie: #Cameroon govt blocked all internet access in English-Speaking regions Join us in telling them to #BringBackOurInternet….
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RT @RachelMireilleN: 5 days now that The govt of #Cameroon has deliberately shut down internet for 27% of its pop. A clear UNHR violation.….
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RT @DeBraunHill: CMR is 1 & indivisible yet they just divided it across Internet Lines.We aint fools.#FreeSouthernCameroons #BringBackOurIn….
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RT @analyticbridge: xda: R package for exploratory data analysis (plotting, univariate, bivariate)
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Stay Safe
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