Application of Neural Networks and Other Artificial Adaptive Systems in Prediction and Data Mining of Risk Psychological Profile for CHD

作者: E. Grossi , A. Compare

DOI: 10.1007/978-88-470-0378-1_16

关键词:

摘要: Current and consolidated data suggest that cardiac rehabilitation (CR) may help reduce standard risk factors [1] in patients with coronary heart disease (CHD) by increasing functional capacity [2]. Cardiac performance exercise training is the acknowledged endpoint of CR [3], [4].Metabolic equivalents (MET) rate recovery (HRR) are measures training; and, during past two decades, they have become well-established predictors cardiovascular overall mortality [5]–[7].

参考文章(79)
Michael R. Liebowitz, Herman G. M. Westenberg, Overview of panic and social anxiety disorders. The Journal of Clinical Psychiatry. ,vol. 65, pp. 22- 26 ,(2004)
TIMOTHY Y. MAINES, CARL J. LAVIE, RICHARD V. MILANI, MARK M. CASSIDY, YVONNE E. GILLILAND, JOSEPH P. MURGO, Effects of cardiac rehabilitation and exercise programs on exercise capacity, coronary risk factors, behavior, and quality of life in patients with coronary artery disease Southern Medical Journal. ,vol. 90, pp. 43- 49 ,(1997) , 10.1097/00007611-199701000-00010
Charles D. Spielberger, Anxiety: Current Trends in Theory and Research ,(2013)
D. G. Byrne, Ray H. Rosenman, Anxiety and the heart Hemisphere Pub. Corp.. ,(1990)
Charles D. Spielberger, Richard L. Gorsuch, R. E. Lushene, Manual for the State-Trait Anxiety Inventory Consulting Psychologist. ,(1970)
Jonathan Myers, Manish Prakash, Victor Froelicher, Dat Do, Sara Partington, J. Edwin Atwood, Exercise capacity and mortality among men referred for exercise testing. The New England Journal of Medicine. ,vol. 346, pp. 793- 801 ,(2002) , 10.1056/NEJMOA011858
Andres G. Digenio, Timothy D. Noakes, Angel Cantor, Hennie Groeneveld, Liz Daly, Dazmen Mavunda, &NA; Rad, Jan D. Esser, Predictors of exercise capacity and adaptability to training in patients with coronary artery disease. Journal of Cardiopulmonary Rehabilitation. ,vol. 17, pp. 110- 120 ,(1997) , 10.1097/00008483-199703000-00006
Susan Tiukinhoy, Nirat Beohar, Michael Hsie, Improvement in heart rate recovery after cardiac rehabilitation. Journal of Cardiopulmonary Rehabilitation. ,vol. 23, pp. 84- 87 ,(2003) , 10.1097/00008483-200303000-00002
Sharon Parmet, Obsessive-Compulsive Disorder JAMA. ,vol. 305, pp. 2040- 2040 ,(2004) , 10.1001/JAMA.305.18.1926
Jean Cottraux, Martine A. Bouvard, Maud Milliery, Combining Pharmacotherapy with Cognitive‐Behavioral Interventions for Obsessive‐Compulsive Disorder Cognitive Behaviour Therapy. ,vol. 34, pp. 185- 192 ,(2005) , 10.1080/16506070510043750