Table 4 Selected databases (n = 83) providing additional information other than DICOM images

PNEUMONIA

RSNA

Pneumonia

Lung

RX

30,000

N

Y (JSON)

N

CT Lymph Nodes

TCIA

Lymphadenopathy

Abdomen, mediastinum

CT

176

N

Y (NIfTI)

N

Pancreas-CT

TCIA

Healthy controls

Pancreas

CT

82

N

Y (NIfTI)

N

Prostate-3 T

TCIA

Prostate cancer

Prostate

MR

64

N

Y (.mhd)

N

RIDER Lung CT

TCIA

Lung cancer

Chest

CT

32

N

Y (XLS), Y^*a, Y^R

N

[78, 79]

Brain-Tumor-Progression

TCIA

Brain cancer

Brain

MR

20

N

Y^*

N

CBIS-DDSM

TCIA

Breast cancer

Breast

MG

1566

N

Y^*

N

QIN LUNG CT

TCIA

Non-small cell lung cancer

Lung

CT

47

N

Y^a (NIfTI), Y^*a

N

[78,79,80,81,82]

4D-Lung

TCIA

Non-small cell lung cancer

Lung

CT

20

N

Y^R

N

AAPM RT-MAC Grand Challenge 2019

TCIA

Head and neck cancer

Head–neck

MR

55

N

Y^R

N

Head–Neck Cetuximab (RTOG 0522)

TCIA

Head and neck carcinomas

Head–neck

CT, PT

111

N

Y^R

N

LCTSC

TCIA

Lung cancer

Lung

CT

60

N

Y^R

N

MRI-DIR

TCIA

Squamous cell carcinoma

Head and Neck

MR, CT

9

N

Y^R

N

Anti-PD-1 Lung

TCIA

Lung cancer

Lung

CT, PT, SC

46

N

Y^*a

Y^*a

[83]

Anti-PD-1_MELANOMA

TCIA

Melanoma

Skin

CT, MR, PT

47

N

Y^*a

Y^*a

[83]

CT Colonography (ACRIN 6664)

TCIA

Colon cancer

Colon

CT

825

Y^b

N

N

LDCT-and-Projection-data

TCIA

Various

Head, chest, abdomen

CT

300

Y^b

N

N

NSCLC-Radiomics-Genomics

TCIA

Lung cancer

Lung

CT

89

Y^b

N

N

REMBRANDT

TCIA

Low- and high-grade glioma

Brain

MR

130

Y^b

N

N

Acrin-FLT-Breast (ACRIN 6688)

TCIA

Breast cancer

Breast

PET, CT, OT

83

Y

N

N

Acrin-FMISO-Brain (ACRIN 6684)

TCIA

Glioblastoma

Brain

CT, MR, PT

45

Y

N

N

ACRIN-NSCLC-FDG-PET (ACRIN 6668)

TCIA

Non-small cell lung cancer

Lung

PT, CT, MR, CR, DX, SC, NM

242

Y

N

N

CPTAC-CM

TCIA

Cutaneous melanoma

Skin

MR, CT, CR, PT, pathology

94

Y

N

N

CPTAC-LSCC

TCIA

Squamous cell carcinoma

Lung

CT, CR, DX, NM, PT, pathology

212

Y

N

N

CPTAC-LUAD

TCIA

Adenocarcinoma

Lung

CT, MR, PT, CR, pathology

244

Y

N

N

TCGA-CESC

TCIA

Cervical squamous cell carcinoma and endocervical adenocarcinoma

Cervix

MR, pathology

54

Y^b

N

N

TCGA-ESCA

TCIA

Esophageal carcinoma

Esophagus

CT, pathology

16

Y^b

N

N

TCGA-KICH

TCIA

Kidney chromophobe

Kidney

CT, MR, pathology

15

Y

N

N

TCGA-KIRP

TCIA

Kidney renal papillary cell carcinoma

Renal

CT, MR, PT, pathology

33

Y

N

N

TCGA-PRAD

TCIA

Prostate cancer

Prostate

CT, PT, MR, Pathology

14

Y

N

N

TCGA-READ

TCIA

Rectum adenocarcinoma

Rectum

CT, MR, pathology

3

Y

N

N

TCGA-SARC

TCIA

Sarcomas

Chest, abdomen, pelvis, leg, TSpine

CT, MR, pathology

5

Y

N

N

TCGA-STAD

TCIA

Stomach adenocarcinoma

Stomach

CT, pathology

46

Y^b

N

N

TCGA-THCA

TCIA

Thyroid cancer

Thyroid

CT, PT, pathology

6

Y

N

N

LGG-1p19qDeletion

TCIA

Low grade glioma

Brain

MR

159

Y^b

Y (NIfTI)

N

Lung Fused-CT-Pathology

TCIA

Lung cancer

Lung

CT, pathology

6

Y^b

N

N

LungCT-Diagnosis

TCIA

Lung cancer

Lung

CT

61

Y^b

Y (XLS), Y^a (NIfTI)

N

[80,81,82]

Prostate-Diagnosis

TCIA

Prostate cancer

Prostate

MR

92

Y^b

Y (.NRRD)

N

PROSTATEx

TCIA

Prostate cancer

Prostate

MR

346

Y^b

Y (CSV)

N

SPIE-AAPM Lung CT Challenge

TCIA

Lung cancer

Lung

CT

70

Y^b

Y (XLS)

N

Head-Neck-Radiomics-HN1

TCIA

Head and neck cancer

Head–neck

CT, PT, SEG

137

Y^b

Y^*,Y^R

N

NSCLC-Radiomics

TCIA

Lung cancer

Lung

CT, SEG

422

Y^b

Y^*, Y^a (NIfTI), Y^R

N

[84,85,86]

NSCLC-Radiomics-Interobserver1

TCIA

Non-small cell lung cancer

Lung

CT, SEG

22

Y^b

Y^*, Y^R

N

TCGA-GBM

TCIA

Glioblastoma multiforme

Brain

MR, CT, DX, pathology

262

Y

Y^*a, Y^a (NIfTI, XML)

N

[87,88,89,90]

TCGA-LGG

TCIA

Low-grade glioma

Brain

MR, CT, pathology

199

Y

Y^*a, Y^a (NIfTI)

N

[88,89,90]

Head-Neck-PET-CT

TCIA

Head and neck cancer

Head–neck

PT, CT

298

Y^b

Y^R

N

HNSCC

TCIA

Head and neck squamous cell carcinoma

Head–neck

CT, PT, MR

627

Y

Y^R

N

HNSCC-3DCT-RT

TCIA

Head and neck squamous cell carcinoma

Head–neck

CT, DICOM-RT, RTDOSE

31

Y^b

Y^R

N

OPC-Radiomics

TCIA

Oropharyngeal

Head-and-neck

CT, DICOM-RT, Clinical

606

Y^b

Y^R

N

Soft-tissue-Sarcoma

TCIA

Soft-tissue sarcoma

Extremities

FDG-PET/CT, MR

51

Y

Y^R

N

CPTAC-CCRCC

TCIA

Clear cell carcinoma

Kidney

CT, MR, pathology

222

Y

Y^*a

Y^*a

[83]

CPTAC-GBM

TCIA

Glioblastoma multiforme

Brain

CT, CR, SC, MR, pathology

189

Y

Y^*a

Y^*a

[83]

CPTAC-HNSCC

TCIA

Head and neck cancer

Head–neck

CT, MR, SC, pathology

112

Y

Y^*a

Y^*a

[83]

CPTAC-PDA

TCIA

Ductal adenocarcinoma

Pancreas

CT, MR, DX, PT, XA, CR, US, pathology

168

Y

Y^*a

Y^*a

[83]

TCGA-BLCA

TCIA

Bladder endothelial carcinoma

Bladder

CT, CR, MR, PT, DX, pathology

120

Y

Y^*a

Y^*a

[83]

TCGA-COAD

TCIA

Colon adenocarcinoma

Colon

CT, pathology

25

Y

Y^*a

Y^*a

[83]

TCGA-LUSC

TCIA

Lung squamous cell carcinoma

Lung

CT, NM, PT, pathology

37

Y

Y^*a

Y^*a

[83]

TCGA-UCEC

TCIA

Uterine corpus endometrial carcinoma

Uterus

CT, CR, MR, PT, pathology

65

Y

Y^*a

Y^*a

[83]

Breast-MRI-NACT-Pilot

TCIA

Breast cancer

Breast

MR, SEG

64

Y^b

Y^*

Y^*a

[91]

C4KC-KiTS

TCIA

Kidney cancer

Kidney

CT, SEG

210

Y^b

Y^*

N

ISPY1 (ACRIN 6657)

TCIA

Breast cancer

Breast

MR, SEG

222

Y^b

Y^*

Y^*a

[91]

NSCLC-Radiogenomics

TCIA

Non-small cell lung cancer

Chest

PT, CT, SEG, SR

211

Y^b

Y (XML), Y^*, Y^*a

Y^*a

[83]

TCGA-HNSC

TCIA

Head and neck squamous cell carcinoma

Head-neck

CT, MR, PT, Pathology

227

Y

Y^*a, Y^R

Y^*a

[83]

LIDC-IDRI

TCIA

Lung cancer

Chest

CT, CR, DX

1010

Y^b

Y (XML), Y^*a

Y^*a

[78, 79, 92,93,94,95]

QIN-HeadNeck

TCIA

Head and neck carcinomas

Head-neck

PT, CT, SR, SEG, RWV

156

Y^b

Y^*

Y^*

CPTAC-UCEC

TCIA

Corpus endometrial carcinoma

Uterus

CT, MR, PT, CR, DX, SR, pathology

250

Y

Y^*a

Y^* (incomplete SR), Y^*a

[83]

TCGA-KIRC

TCIA

Kidney renal clear cell carcinoma

Renal

CT, MR, CR, pathology

267

Y

Y^a (XLS)

Y^*a

[96]

TCGA-BRCA

TCIA

Breast cancer

Breast

MR, MG, pathology

139

Y

Y^a (XLS)

Y^*a

[91, 97,98,99,100,101,102]

TCGA-LIHC

TCIA

Liver hepatocellular carcinoma

Liver

MR, CT, PT, pathology

97

Y

Y^a (XML)

Y^*a

[96]

TCGA-LUAD

TCIA

Lung adenocarcinoma

Chest

CT, PT, NM, pathology

69

Y

Y^a (XLS)

Y^*a

[96]

TCGA-OV

TCIA

Ovarian serous cystadenocarcinoma

Ovary

CT, MR, pathology

143

Y

Y^a (XLS)

Y^*a

[96]

CPTAC-SAR

TCIA

Sarcomas

Various (11 locations)

CT, MR, PT, SR, pathology

94

Y

N

Y^* (incomplete SR)

Breast Diagnosis

TCIA

Breast cancer

Breast

MR, PT, CT, MG

88

Y^b

N

Y (.XLS), Y^*a

[91]

COVID-19-AR

TCIA

COVID-19

Chest

CT, CR, DX

105

Y

N

N

MIDRC-RICORD-1a

TCIA

COVID-19

Chest

CT

110

Y^b

Y (.JSON)

N

MIDRC-RICORD-1b

TCIA

COVID-19

Chest

CT

117

Y^b

N

N

MIDRC-RICORD-1c

TCIA

COVID-19

Chest

CR, DX

361

Y^b

Y (.JSON)

N

ELCAP Public Lung Image Database

NA

Lung cancer

Lung

CT

50

N

Y (.CSV)

N

I2CVB Prostate

NA

Prostate cancer

Prostate

MR

12

Y

N

N

MIMBCD-UI UTA4

MIMBCD

Breast cancer

Breast

US, MG, MRI

3

Y

N

N

MIMBCD-UI UTA7

MIMBCD

Breast cancer

Breast

US, MG

6

Y

Y (.JSON)

N

MIMBCD-UI UTA10

MIMBCD

Breast cancer

Breast

US, MG

6

Y

Y (.JSON)

N

eNKI_RS_TRT

NKI_RS

No

Brain

MRI

24

Y

N

N