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Table 9 The public US 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

Videos

Patients

EchoNet-Dynamic [169]

Echocardiography videos with end diastolic and end systolic volume labels

-

\({10\,030}\)

\({10\,030}\)

TN-SCUI2020 [172]

Thyroid US videos with segmentation labels for thyroid nodules

-

3644

3644

POCOVID-Net [181]

Links to lung US videos labelled for COVID-19, other viral pneumonia, bacterial pneumonia, and healthy lung.

1103

64

-

CAMUS [170]

Echocardiograms labelled for segmentation and volume estimation.

-

500

500

BUSI [164]

Breast US images with classification labels for normal, benign lesion, and malignant lesions.

780

-

600

BreastMNIST [164]

Identical to BUSI [164]. Part of MedMNIST.

780

-

600

UDIAT [165]

Breast US images labelled as benign or malignant.

163

-

163