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Table 7 The public CT datasets referenced in this review, including links to request or download the data

From: A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Name [Citation]

Description

Images

Exams

Patients

LIDC-IDRI [71]

Chest CT exams labelled for lung nodule classification and segmentation.

-

1018

1010

LUNA2016 [72]

Chest CT exams labelled for the presence of lung nodules.

   

COVID-CT [89]

Chest CT exams labelled for the presence or absence of COVID-19.

812

-

271

NIH Pancreas-CT [95]

Abdominal contrast-enhanced CT scans with pancreas segmentation labels

-

82

80

MSD Pancreas [101]

Abdominal CT exams with segmentation labels for pancreas parenchyma, cysts, and tumours. Part of the Medical Segmentation Decathlon [185].

-

420

-

BTCV [103]

Abdominal CT exams with segmentation labels for 13 organs.

-

50

-

KiTS19 [110]

CT exams labelled for kidney tumour segmentation

-

300

300

WHS-CT [119]

Axial CT exams with segmentation labels for the ventricles and atria of the heart.

-

60

60

RSNA-PE [186]

Chest CT exams annotated with instances of pulmonary emboli.

\({2\,995\,147}\)

\({12\,195}\)

\({12\,195}\)