Parameter tuning in machine learning based on radiomics biomarkers of lung cancer.

Journal: Journal of X-ray science and technology

Published Date: Jan 1, 2022

BACKGROUND: Lung cancer is one of the most common cancers, and early diagnosis and intervention can improve cancer cure rate.

Yuan Luo

Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA.
Yifan Li

College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA.
Yuwei Zhang

Institute of Biomaterials and Biomedical Engineering , University of Toronto , 164 College Street , Toronto , Ontario M5S 3G9 , Canada.
Jianwei Zhang

University of Hamburg, 22527 Hamburg, Germany.
Meng Liang

Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China.
Lin Jiang

State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
Li Guo

Department of Dental Implantology, Nanjing Stomatological Hospital, Affiliated Hospital of Medical School, Institute of Stomatology, Nanjing University, Nanjing, China.

Biomarkers Humans Lung Lung Neoplasms Machine Learning Retrospective Studies ROC Curve Support Vector Machine

View on PubMed Access via DOI PubMed (35342074)