Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)
Link
http://link.springer.com/article/10.1007/s10916-018-1029-z/fulltext.html
Reference30 articles.
1. Galli, K. K., Zimmerman, R. A., Jarvik, G. P., Wernovsky, G., Kuypers, M. K., Clancy, R. R., Montenegro, L. M., Mahle, W. T., Newman, M. F., Saunders, A. M., Nicolson, S. C., Spray, T. L., and Gaynor, J. W., Periventricular leukomalacia is common after neonatal cardiac surgery. J Thorac Cardiovasc Surg. 127(3):692–704, 2004.
2. Licht, D. J., Shera, D. M., Clancy, R. R., Wernovsky, G., Montenegro, L. M., Nicolson, S. C. et al., Brain maturation is delayed in infants with complex congenital heart defects. J Thorac Cardiovasc Surg 137(3):529–536; discussion 36-7, 2009.
3. Petit, C. J., Rome, J. J., Wernovsky, G., Mason, S. E., Shera, D. M., Nicolson, S. C. et al., Preoperative brain injury in transposition of the great arteries is associated with oxygenation and time to surgery, not balloon atrial septostomy. Circulation. 119(5):709–716, 2009.
4. Licht, D. J., Wang, J., Silvestre, D. W., Nicolson, S. C., Montenegro, L. M., Wernovsky, G. et al., Preoperative cerebral blood flow is diminished in neonates with severe congenital heart defects. J Thorac Cardiovasc Surg. 128(6):841–849, 2004.
5. Samanta, B., Bird, G. L., Kuijpers, M., Zimmerman, R. A., Jarvik, G. P., Wernovsky, G. et al., Prediction of periventricular leukomalacia. Part II: Selection of hemodynamic features using computational intelligence. Artif Intell Med 46(3):217–231, 2009.
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