Dynamic modeling of hospitalized COVID-19 patients reveals disease state-dependent risk factors.
Braden C. SoperJose CadenaSam NguyenKwan Ho Ryan ChanPaul KiszkaLucas Aaron WomackMark WorkJoan M. DugganSteven T. HallerJennifer A. HanrahanDavid J. KennedyDeepa MukundanPriyadip RayPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- risk factors
- cardiovascular disease
- state dependent
- patient groups
- high risk
- medical practitioners
- blood pressure
- diabetes mellitus
- steady state
- risk assessment
- optimal policy
- queueing networks
- neurodegenerative diseases
- medical diagnosis
- risk management
- statistical methods
- asymptotically optimal
- arrival rate
- stationary distribution
- single server
- markov chain
- machine learning