TY - GEN digital ID - 131860744 TI - Interactive process mining in healthcare PY - 2021 SN - 9783030539931 9783030539948 9783030539955 9783030539924 PB - Cham Springer Nature DB - UniCat KW - Biomathematics. Biometry. Biostatistics KW - Information systems KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - datamining KW - bio-informatica KW - medische informatica KW - data acquisition UR - https://www.unicat.be/uniCat?func=search&query=sysid:131860744 AB - This book provides a practically applicable guide to the methodologies and technologies for the application of interactive process mining paradigm. Case studies are presented where this paradigm has been successfully applied in emergency medicine, surgery processes, human behavior modelling, strokes and outpatients' services, enabling the reader to develop a deep understanding of how to apply process mining technologies in healthcare to support them in inferring new knowledge from past actions, and providing accurate and personalized knowledge to improve their future clinical decision-making. Interactive Process Mining in Healthcare comprehensively covers how machine learning algorithms can be utilized to create real scientific evidence to improve daily healthcare protocols, and is a valuable resource for a variety of health professionals seeking to develop new methods to improve their clinical decision-making. . ER -