Zobrazeno 1 - 2
of 2
pro vyhledávání: '"James A. Bartholomai"'
Prediction of lung cancer patient survival via supervised machine learning classification techniques
Autor:
Behnaz Abdollahi, Alexandra R. de Carlo, Victor van Berkel, Rayeanne Balgemann, Joshua D. Fuqua, James A. Bartholomai, Chip M. Lynch, Hermann B. Frieboes
Publikováno v:
International Journal of Medical Informatics. 108:1-8
Outcomes for cancer patients have been previously estimated by applying various machine learning techniques to large datasets such as the Surveillance, Epidemiology, and End Results (SEER) program database. In particular for lung cancer, it is not we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ce09ccd8e6f7c319f1bcaad606e8d112
https://doi.org/10.1016/j.ijmedinf.2017.09.013
https://doi.org/10.1016/j.ijmedinf.2017.09.013
Publikováno v:
ISSPIT
A regression model is developed to predict survival time in months for lung cancer patients. It was previously shown that predictive models perform accurately for short survival times of less than 6 months; however, model accuracy is reduced when att
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e971ab8efd33392f5ba04f8a714ceb79
https://pubmed.ncbi.nlm.nih.gov/31312809
https://pubmed.ncbi.nlm.nih.gov/31312809