Data Mining

Download PDF by Hui Yang,Eva K. Lee: Healthcare Analytics: From Data to Knowledge to Healthcare

By Hui Yang,Eva K. Lee

ISBN-10: 1118919394

ISBN-13: 9781118919392

Features of statistical and operational learn equipment and instruments getting used to enhance the healthcare industry

With a spotlight on state of the art ways to the quick transforming into box of healthcare, Healthcare Analytics: From information to wisdom to Healthcare development provides an built-in and complete therapy on contemporary examine developments in data-driven healthcare analytics so as to offer extra custom-made and smarter healthcare prone. Emphasizing facts and healthcare analytics from an operational administration and statistical point of view, the publication info how analytical equipment and instruments can be used to augment healthcare caliber and operational efficiency.

Organized into major sections, Part I features biomedical and healthiness informatics and particularly addresses the analytics of genomic and proteomic facts; physiological signs from patient-monitoring platforms; facts uncertainty in medical laboratory checks; predictive modeling; illness modeling for sepsis; and the layout of cyber infrastructures for early prediction of epidemic occasions. Part II focuses on healthcare supply structures, together with procedure advances for reworking hospital workflow and sufferer care; macro research of sufferer move distribution; extensive care devices; fundamental care; call for and source allocation; mathematical types for predicting sufferer readmission and postoperative consequence; physician–patient interactions; assurance claims; and the function of social media in healthcare. Healthcare Analytics: From facts to wisdom to Healthcare development also features:

• Contributions from famous foreign specialists who make clear new methods during this starting to be area

• Discussions on modern tools and methods to handle the dealing with of wealthy and large-scale healthcare facts in addition to the general optimization of healthcare approach operations

• a variety of real-world examples and case reviews that emphasize the huge power of statistical and operational learn instruments and strategies to deal with the massive information setting in the healthcare industry

• abundant functions that show off analytical tools and instruments adapted for winning healthcare platforms modeling and improvement

The publication is a perfect reference for lecturers and practitioners in operations study, administration technological know-how, utilized arithmetic, statistics, enterprise, business and platforms engineering, healthcare structures, and economics. Healthcare Analytics: From facts to wisdom to Healthcare development is additionally acceptable for graduate-level classes commonly provided inside operations examine, commercial engineering, company, and public overall healthiness departments.

HUI YANG, PhD, is affiliate Professor within the Harold and Inge Marcus division of business and production Engineering on the Pennsylvania country college. His examine pursuits comprise sensor-based modeling and research of advanced structures for approach monitoring/control; approach diagnostics/ prognostics; caliber development; and function optimization with distinctive specialize in nonlinear stochastic dynamics and the ensuing chaotic, recurrence, self-organizing behaviors.

EVA okay. LEE, PhD, is Professor within the H. Milton Stewart institution of commercial and structures Engineering on the Georgia Institute of know-how, Director of the heart for Operations study in medication and HealthCare, and uncommon student in well-being procedure, wellbeing and fitness platforms Institute at either Emory collage institution of drugs and Georgia Institute of expertise. Her examine pursuits contain health-risk prediction; early disorder prediction and analysis; optimum remedy innovations and drug supply; healthcare end result research and therapy prediction; public future health and scientific preparedness; large-scale healthcare/medical selection research and caliber development; scientific translational

Show description

Read or Download Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Wiley Series in Operations Research and Management Science) PDF

Similar data mining books

Download e-book for kindle: Statistical Modeling and Analysis for Database Marketing: by Bruce Ratner

This specialist compilation promises a suite of profitable database advertising methodologies for large facts. It bargains ideas to universal difficulties within the database advertising undefined, concentrating on the wishes of information analysts and information miners. The quantitative options defined marry conventional statistical methodologies with new computer studying equipment.

Download PDF by Mark Rittman: Oracle Business Intelligence 11g Developers Guide (Database

Grasp Oracle enterprise Intelligence 11g reviews and Dashboards convey significant enterprise info to clients every time, at any place, on any equipment, utilizing Oracle company Intelligence 11g. Written by way of Oracle ACE Director Mark Rittman, Oracle enterprise Intelligence 11g builders advisor totally covers the most recent BI document layout and distribution recommendations.

Get Persuasive Recommender Systems: Conceptual Background and PDF

No matter if clients are inclined to settle for the thoughts supplied via a recommender method is of maximum significance to process designers and the retailers who enforce them. by way of conceptualizing the recommendation looking and giving courting as a essentially social strategy, vital avenues for realizing the persuasiveness of recommender structures open up.

Download e-book for kindle: Using Open Data to Detect Organized Crime Threats: Factors by Henrik Legind Larsen,José María Blanco,Raquel Pastor

This paintings presents an leading edge examine using open information for extracting details to become aware of and stop crime, and in addition explores the hyperlink among terrorism and arranged crime. In counter-terrorism and different kinds of crime prevention, foresight approximately strength threats is extremely important and this knowledge is more and more to be had through digital information assets akin to social media communications.

Extra info for Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Wiley Series in Operations Research and Management Science)

Sample text

Download PDF sample

Healthcare Analytics: From Data to Knowledge to Healthcare Improvement (Wiley Series in Operations Research and Management Science) by Hui Yang,Eva K. Lee


by Jason
4.2

Rated 4.32 of 5 – based on 36 votes