Predictive Analytics for Healthcare

Before the onset of COVID-19, the healthcare community was already moving to meet the challenges of a growing global population. By collecting record amounts of clinical data electronically and making significant progress on neural network-based AI approaches, the industry now has the potential to b...

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Detalles Bibliográficos
Otros Autores: Finn, Jaquie, author (author), Troughton, Gavin, author, Baxter, Paul, author, Cookson, Martin, author, Cornish, Katie, author, Corrigan, Joe, author, Lye, Yan, author, Sella, Noga, author, Pumphrey, Sam, author, Taylor, Ian, author, Wagner, Chris, author
Formato: Libro electrónico
Idioma:Inglés
Publicado: O'Reilly Media, Inc 2020.
Edición:1st edition
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630796406719
Descripción
Sumario:Before the onset of COVID-19, the healthcare community was already moving to meet the challenges of a growing global population. By collecting record amounts of clinical data electronically and making significant progress on neural network-based AI approaches, the industry now has the potential to build powerful predictive analytics systems. The focus will accelerate the shift from a one-size-fits-all approach to individualized medicine. But several questions remain. What are the plausible outcomes for the world of predictive analytics in both the short and long term? What does the care pathway look like if everything is predicted? And with patient populations and healthcare needs increasing exponentially, how can the industry deliver care in a sustainable and cost-effective way? This comprehensive report, written by Jaquie Finn and Dr. Gavin Troughton with Cambridge Consultants, explores the possibilities. You’ll learn: How predictive analytics plays a part across all stages of the care pathway The foundational enablers for predictive analytics How healthcare economics figure into the equation Predictive analytics and today’s healthcare system The future of predictive analytics in healthcare
Descripción Física:1 online resource (78 pages)
Bibliografía:Includes bibliographical references.
ISBN:9781492090038