TY  - JOUR
AU  - Perez-Ortiz, M.
AU  - Gutierrez, P. A.
AU  - Ayllon-Teran, M. D.
AU  - Heaton, N.
AU  - Ciria, R.
AU  - Briceno, J.
AU  - Hervas-Martinez, C.
PY  - 2017
DO  - 10.1016/j.knosys.2017.02.020
SN  - 0950-7051
UR  - http://hdl.handle.net/10668/18833
T2  - Knowledge-based systems
AB  - Liver transplantation is a promising and widely-accepted treatment for patients with terminal liver disease. However, transplantation is restricted by the lack of suitable donors, resulting in significant waiting list deaths. This paper proposes a...
LA  - en
PB  - Elsevier
KW  - Liver transplantation
KW  - Transplant recipient
KW  - Survival analysis
KW  - Machine learning
KW  - Support vector machines
KW  - Semi-supervised learning
KW  - Imbalanced classification
KW  - Classification
KW  - Allocation
KW  - Utility
KW  - System
KW  - Score
TI  - Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation
TY  - research article
VL  - 123
ER  -