Table of contents
PART 1: INTRODUCTION TO PROGNOSIS AND PROGNOSIS RESEARCH
Chapter 1: Prognosis in healthcare
Peter Croft, Richard D. Riley, Danielle A. van der Windt, and Karel G.M. Moons
Chapter 2: A framework for prognosis research
Peter Croft, Richard D. Riley, Danielle A. van der Windt, Karel G.M. Moons, and Harry Hemingway
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PART 2: FUNDAMENTAL STATISTICS FOR PROGNOSIS RESEARCH
Chapter 3: Fundamental statistical methods for prognosis research
Richard D. Riley, Kym I.E. Snell, Karel G.M. Moons, and Thomas P.A. Debray
Chapter 4: Ten principles to strengthen prognosis research
Richard D. Riley, Kym I.E. Snell, Karel G.M. Moons, and Thomas P.A. Debray
PART 3: UNDERTAKING PROGNOSIS RESEARCH
Chapter 5: Overall prognosis research
Danielle A. van der Windt, Harry Hemingway, Peter Croft
Chapter 6: Prognostic factor research
Richard D. Riley, Karel G.M. Moons, Jill A. Hayden, Willi Sauerbrei, Douglas G. Altman
Chapter 7: Prognostic model research
Richard D. Riley, Karel G.M. Moons, Thomas P.A. Debray, Kym I.E. Snell, Ewout W. Steyerberg, Douglas G. Altman, Gary S. Collins
Chapter 8: Predictors of treatment effect
Danielle A. van der Windt, Richard D. Riley, Aroon Hingorani, Karel G.M. Moons
Chapter 9: Systematic reviews and meta-analysis of prognosis research studies
Richard D. Riley, Karel G.M. Moons, Thomas P.A. Debray, Douglas G. Altman, Gary S. Collins
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PART 4: EXEMPLARS OF PROGNOSIS RESEARCH IMPACT
Chapter 10: Prognosis research in people with low back pain
Nadine E Foster, Danielle A. van der Windt, Kate M. Dunn, Peter Croft
Chapter 11: Prognosis research in people with coronary heart disease
Adam Timmis, Pablo Perel, Peter Croft
Chapter 12: Prognosis research in people with traumatic bleeding
Katherine I. Morley, Pablo Perel
PART 5: NOVEL TOPICS IN PROGNOSIS RESEARCH
Chapter 13: Individual participant data meta-analysis of prognosis studies
Richard D. Riley, Thomas P.A. Debray, Karel G.M.Moons
Chapter 14: Electronic healthcare records and prognosis research
Kelvin P. Jordan, Karel G.M. Moons
Chapter 15: Novel statistical methods for prognosis research
Michael J. Crowther, Mark J Rutherford
Chapter 16: Machine learning in prognosis research
Mihaela van der Schaar, Harry Hemingway