Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung

Diagnosis of benign and malignant small nodules of the lung remains an unmet clinical problem which is leading to serious false positive diagnosis and overtreatment. Here, we developed a serum protein fishing-based spectral library (ProteoFish) for data independent acquisition analysis and a machine...

Full description

Saved in:

Bibliographic Details
Main Author:	Mengjie Wang (436531) (author)
Other Authors:	Xin Dai (152712) (author), Xu Yang (112496) (author), Baichuan Jin (12024907) (author), Yueli Xie (17845184) (author), Chenlu Xu (5934014) (author), Qiqi liu (17845187) (author), Lichao Wang (821426) (author), Lisha Ying (4421020) (author), Weishan Lu (17845190) (author), Qixun Chen (727160) (author), Ting Fu (468057) (author), Dan Su (8007) (author), Yuan Liu (88411) (author), Weihong Tan (9692) (author)
Published:	2024
Subjects:	Biochemistry Medicine Cell Biology Genetics Cancer Hematology Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified unmet clinical problem facile cancer screening existing clinical assays current clinical challenge boosted protein panel based spectral library 297 clinical subjects serum protein fishing malignant small nodules prospective diagnostic classification boosted diagnostic classification small nodules diagnostic classification random forest machine learning lasso algorithm early non
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!

Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung

Similar Items