1st Edition
Machine Learning in Health Care With R, H2O and Keras3
Preface List of Figures List of Tables Part I Getting In 1 Basic Ideas 2 Regulatory Affairs 3 Introduction to R and Rstudio
Part II Preparation 4 Visualize and Prepare Data, Data Plausibility Part III Statistical Learning 5 Regression 6 Classification
7 Clustering Objects and Reducing Features Part IV Neural Networks 8 Neural Networks 9 H2O 10 Keras 3 Index Bibliography
Biography
Uli Schell was a software developer and methodology consultant at BBC and SAP AG before becoming Professor at Kaiserslautern University of Applied Sciences. He is the Academic Director of the Technical Academy Southwest Kaiserslautern. He was awarded as one of the Top 10 Renowned Overseas Professors of the Shanghai Area (2023-2024) for his outstanding teaching achievements and innovative teaching philosophy.
Claudia Scherl is Professor and Chair of Otorhinolaryngology, Head & Neck Surgery at the University Hospital OWL, Campus Bielefeld. Previously, she worked at the University Hospitals in Mannheim and Erlangen. Her research focuses on developing digital transformation in healthcare, with a particular emphasis on artificial intelligence and data-driven applications.
