Table 4 Datasets used in the included studies

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

[30,31,32], [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]