Data Mart Based Research in Heart Surgery
Generating New Knowledge from Daily Clinical Practice
(Sprache: Englisch)
Since the first cardiac surgeries in a small seriesof patients in the year 1967, nowadays heartoperations are the most frequently performedsurgeries in Europe and North America. Because manyareas of cardiovascular medicine remainnondeterministic and...
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Since the first cardiac surgeries in a small seriesof patients in the year 1967, nowadays heartoperations are the most frequently performedsurgeries in Europe and North America. Because manyareas of cardiovascular medicine remainnondeterministic and incompletely understood,patient-oriented research activities are intended todiscover general patterns of heart disease andtreatment. In this book, a data mart architecture isproposed that advances the research in daily clinicalpractice. The applicability is demonstrated inseveral fields, including (i) generating newknowledge from observational studies, (ii) assessingpreoperative risks of adverse surgical outcomes,(iii) getting insights into historical performancechanges, (iv) monitoring surgical results, and (v)improving risk estimation.
Autoren-Porträt von Bert Arnrich
Bert Arnrich received the diploma in natural science informaticsfrom the Bielefeld University, Germany. During his study time, hecarried out research on the design of neural networks for robotvision and on the prediction of time series. In his PhD time,his research was focused on medical data mining, machine learningand statistical modeling.
Bibliographische Angaben
- Autor: Bert Arnrich
- Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: VDM Verlag Dr. Müller e.K.
- ISBN-10: 3639029534
- ISBN-13: 9783639029536
Sprache:
Englisch
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