Predictor rank for each specialty with highest and lowest unkept appointment rates: Rank average.
dataset
posted on 2021-10-12, 17:23 authored by Sion Philpott-Morgan, Dixa B. Thakrar, Joshua Symons, Daniel Ray, Hutan Ashrafian, Ara DarziPredictor rank for each specialty with highest and lowest unkept appointment rates: Rank average.
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using machine learningnational health servicehealthcare systems internationallygradient boosting machinesunkept outpatient appointmentsunkept appointments includedprevious unkept appointmentsdata cleaning ).study limitations includecohort study usingunkept appointments maymachine learning models2017 &# 82112016 &# 8211unkept appointment rateunkept appointments000 appointmentsicht ).highest ratehence maywithin ichttop 10targeted interventionssuccessfully targetedsingle trustrelative importanceongoing concernnationwide burdenmedical oncologyleast 10full populationfinal aimcalculated overallattend receivedassociated costs6 %).25 %)2 %.17 %),13 %)10 %).1 billion
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