Table 4.

Datasets used in the included studies

Dataset name	URL	Used by
LC25000	https://github.com/tampapath/lung_colon_image_set	[24]
National Lung Screening Trial (NLST)	https://www.cancer.gov/types/lung/research/nlst	[26, 47, 50]
Non-small cell lung cancer (NSCLC)	https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga/studied-cancers/lung-adenocarcinoma	[27, 48]
Lung Squamous Cell Carcinoma (TCGA-LUSC)	https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=16056484	[44, 54, 55]
Lung Adenocarcinoma (TCGA-LUAD)	https://www.cancerimagingarchive.net/collections/tcga-luad/	[28, 53, 56]
Lung Imaging Database Consortium (LIDC-IDRI)	https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=1966254	[30–32], [40, 44, 52]
LUNA16	https://luna16.grand-challenge.org/Data/	[34, 36, 37, 44]
Tianchi Lung Nodule Detection dataset	https://tianchi.aliyun.com/competition/entrance/231601/introduction	[34]
Cbioportal	https://www.cbioportal.org/	[35]
Medical Segmentation Decathlon	http://medicaldecathlon.com/	[42]
LUNG1	https://wiki.cancerimagingarchive.net/display/Public/NSCLC-Radiomics	[43]
LUNGx	https://wiki.cancerimagingarchive.net/display/Public/SPIE-AAPM+Lung+CT+Challenge	[44]
NSCLC Radiogenomics	https://wiki.cancerimagingarchive.net/display/Public/NSCLC+Radiogenomics	[27, 39, 48]
NLSTt (derived from NLST)	https://github.com/liaw05/STMixer	[51]
Shanghai pulmonary hospital	Private	[33, 48]
Huadong Hospital dataset	Private	[45]
West China Hospital of Sichuan University	Private	[46]
Shanxi Provincial People’s Hospital	Private	[47, 50]
CHCAMS	Private	[57]