TY  - JOUR
AU  - Guijo-Rubio, David
AU  - Briceño, Javier
AU  - Gutiérrez, Pedro Antonio
AU  - Ayllón, Maria Dolores
AU  - Ciria, Rubén
AU  - Hervás-Martínez, César
PY  - 2021
DO  - 10.1371/journal.pone.0252068
UR  - http://hdl.handle.net/10668/4405
T2  - PLOS ONE
AB  - Donor-Recipient (D-R) matching is one of the main challenges to be fulfilled nowadays. Due to the increasing number of recipients and the small amount of donors in liver transplantation, the allocation method is crucial. In this paper, to establish a...
LA  - en
PB  - Public Library of Science
KW  - Support vector machine
KW  - Liver transplantation
KW  - Machine learning
KW  - Methods
KW  - Logistic models
KW  - Survival
KW  - Máquina de vectores de soporte
KW  - Trasplante de hígado
KW  - Aprendizaje automático
KW  - Métodos
KW  - Modelos logísticos
KW  - Supervivencia
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Probability::Bayes Theorem
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Decision Support Techniques::Data Interpretation, Statistical
KW  - Medical Subject Headings::Information Science::Information Science::Information Storage and Retrieval::Databases as Topic::Databases, Factual
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Diagnostic Techniques and Procedures::Clinical Laboratory Techniques::Immunologic Tests::Histocompatibility Testing
KW  - Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Surgical Procedures, Operative::Digestive System Surgical Procedures::Liver Transplantation
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Models, Theoretical::Models, Statistical::Logistic Models
KW  - Medical Subject Headings::Persons::Persons::Tissue Donors
KW  - Medical Subject Headings::Health Care::Health Care Facilities, Manpower, and Services::Health Services::Tissue and Organ Procurement
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Algorithms::Support Vector Machines
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Area Under Curve
KW  - Medical Subject Headings::Phenomena and Processes::Mathematical Concepts::Neural Networks (Computer)
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Methods
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Data Collection::Vital Statistics::Mortality::Survival Rate
KW  - Medical Subject Headings::Anthropology, Education, Sociology and Social Phenomena::Human Activities::Survival
TI  - Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation
TY  - research article
ER  -