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

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

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