Addressing challenges in radiomics research: systematic review and repository of open-access cancer imaging datasets

Insights into Imaging

Table 3 Overview of dataset times, sources, licensing and cohort sizes (CC—Creative Commons)

Dataset name	Study time	Source	License	n patients	n studies	n series
LIDC-IDRI	2003–2011	TCIA	CC 3.0	1010	1308	1308
LNDb	2016–2018	grand-challenge	CC 4.0	236	236	236
NSCLC-Radiogenomics	1990–1995	TCIA	CC 3.0	211	303	1355
NSCLC-Radiomics	2004–2011	TCIA	CC 3.0	422	422	1265
LUAD-CT-Survival	2000–2011	TCIA	CC 3.0	40	40	40
RIDER-Lung-CT	2007	TCIA	CC 3.0	31	62	62
BraTS-2021	2012–2021	synapse/kaggle	custom^a	1251	1251	5004
UCSF-PDGM	2015–2021	TCIA	CC 4.0	495	501	11,523
UPENN-GBM	2006–2018	TCIA	CC 4.0	630	3301	3601
Meningioma-SEG-CLASS	2010–2019	TCIA	TCIA restricted	96	180	674
LGG-1p19qDeletion	2002–2011	TCIA	TCIA restricted	159	160	478
PI-CAI	2012–2021	grand-challenge	CC 4.0	1476	1476	7380
Prostate-MRI-US-Biopsy	2010–2011	TCIA	CC 4.0	842	842	842
QIN-PROSTATE	2013–2015	TCIA	CC 4.0	15	30	270
Head-Neck-Radiomics-HN1	2000–2006	TCIA	TCIA no commercial	137	137	486
HNSCC	2005–2012	TCIA	TCIA restricted	627	1177	4039
Head-Neck-PET-CT	2006–2014	TCIA	TCIA restricted	298	504	2661
OPC-Radiomics	2005–2010	TCIA	TCIA restricted	606	606	1220
QIN-HEADNECK	2004–2013	TCIA	TCIA restricted	279	1032	3837
Colorectal-Liver-Metastases	2003–2007	TCIA	CC 4.0	197	197	394
HCC-TACE-Seg	2002–2012	TCIA	CC 4.0	105	214	677
C4KC-KiTS	2010–2018	TCIA	CC 3.0	210	210	621
Soft-tissue-Sarcoma	2004–2011	TCIA	CC 3.0	51	102	612
WORC Desmoid	1990–2018	XNAT	Custom^b	203	203	203
WORC Liver	2002–2018	XNAT	custom^b	186	186	186
WORC CRLM	2003–2015	XNAT	custom^b	77	77	77
WORC Melanoma	2012–2018	XNAT	custom^b	103	103	103
WORC Lipo	2009–2018	XNAT	custom^b	115	115	115
WORC GIST	2004–2017	XNAT	custom^b	246	246	246

^a“Free to use and/or refer to the BraTS datasets in your own research” with citation
^bLicense similar to CC 4.0 but no redistribution