Process Mining in Healthcare

Evaluating and Exploiting Operational Healthcare Processes

AvRob J. B. Vanwersch,Wil M. P. van der Aalst

E-bok
PDF, Engelska, 2015

847 kr

Läs direkt i Bokus Reader – eller ladda ned till din enhet (PDF kräver ofta zoom och scroll på små skärmar).

Beskrivning

What are the possibilities for process mining in hospitals?  In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed.

They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model.

This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.

Produktinformation

Utforska kategorier

Hoppa över listan

Mer från samma författare

Hoppa över listan

Du kanske också är intresserad av

Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavaš, Dmitry I. Ignatov, Michael Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko - Analysis of Images, Social Networks and Texts, Häftad
Del 11179

Analysis of Images, Social Networks and Texts

Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavaš, Dmitry I. Ignatov, Michael Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko

Häftad, 2018

565 kr

Elena Tutubalina, Andrey V. Savchenko, Marcello Pelillo, Panos M. Pardalos, Alexander Panchenko, Amedeo Napoli, Ilya Makarov, Natalia Loukachevitch, Irina A. Lomazova, Sergei O. Kuznetsov, Andrey Kutuzov, Olessia Koltsova, Michael Khachay, Anna Kalenkova, Dmitry I. Ignatov, Alexey Buzmakov, Vladimir Batagelj, Wil M. P. van der Aalst - Recent Trends in Analysis of Images, Social Networks and Texts, E-bok

Recent Trends in Analysis of Images, Social Networks and Texts

Elena Tutubalina, Andrey V. Savchenko, Marcello Pelillo, Panos M. Pardalos, Alexander Panchenko, Amedeo Napoli, Ilya Makarov, Natalia Loukachevitch, Irina A. Lomazova, Sergei O. Kuznetsov, Andrey Kutuzov, Olessia Koltsova, Michael Khachay, Anna Kalenkova, Dmitry I. Ignatov, Alexey Buzmakov, Vladimir Batagelj, Wil M. P. van der Aalst

E-bok
2021

708 kr

Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Khachay, Valentina Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina - Analysis of Images, Social Networks and Texts, Häftad
Del 11832

Analysis of Images, Social Networks and Texts

Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Khachay, Valentina Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina

Häftad, 2019

566 kr

Elena Tutubalina, Andrey V. Savchenko, Marcello Pelillo, Panos M. Pardalos, Amedeo Napoli, Natalia Loukachevitch, Irina A. Lomazova, Sergei O. Kuznetsov, Andrey Kutuzov, Valentina Kuskova, Michael Khachay, Dmitry I. Ignatov, Vladimir Batagelj, Wil M. P. van der Aalst - Analysis of Images, Social Networks and Texts, E-bok

Analysis of Images, Social Networks and Texts

Elena Tutubalina, Andrey V. Savchenko, Marcello Pelillo, Panos M. Pardalos, Amedeo Napoli, Natalia Loukachevitch, Irina A. Lomazova, Sergei O. Kuznetsov, Andrey Kutuzov, Valentina Kuskova, Michael Khachay, Dmitry I. Ignatov, Vladimir Batagelj, Wil M. P. van der Aalst

E-bok
2020

693 kr