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Open access ultrasound datasets

Find open-access ultrasound datasets faster.

Search a curated directory of ultrasound datasets for research, benchmarking, and tool development. Filter by modality, clinical application, or licence, then download the spreadsheet if you want to work offline.

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Datasets in directory
96
Search by name, notes, modality, clinical application, source, DOI, or licence.
Last updated
2 Jun 2026, 06:58
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AbdomenUS

617 real US scans + 926 synthetic; organs segmented: liver, kidneys, pancreas, vessels, adrenals, gallbladder, bones, spleen

Ultrasound
Abdominal imaging / trauma assessment
Subjects
11 real + 13 simulated
Licence / Access
Creative Commons equivalent
Source
Kaggle
Visit datasetDOI: Not provided

ALN-Ultra

Paired breast ultrasound images and videos with expert diagnosis and biopsy results; official Zenodo description reports 257 patients.

Breast ultrasound (B-mode)
Benign/malignant classification (images/videos)
Subjects
258 images/videos
Licence / Access
CC-BY 4.0
Source
Zenodo dataset
Visit datasetDOI: 10.5281/zenodo.15003119

Annotated Heterogeneous Ultrasound Database

A large, publicly accessible ultrasound challenge database comprising 1,833 distinct ultrasound data from 13 different ultrasound image anomalies. Derived from publicly available data on the Internet.

Ultrasound
General ultrasound
Subjects
1,833 images
Licence / Access
CC BY 4.0
Source
Anhui University
Visit datasetDOI: 10.6084/m9.figshare.26889334.v1

Annotated Ultrasound Liver images

We make public the ultrasound liver images, which were annotated to show the outlines, livers, and liver mass regions.

Ultrasound
Abdominal / liver
Subjects
11,468 (subset: 735 annotated)
Licence / Access
CC BY 4.0
Source
Zenodo
Visit datasetDOI: 10.5281/zenodo.7272660

AUL

50,063 images and video frames; 435 malignant, 200 benign, 100 normal annotated

Ultrasound
Abdominal / liver
Subjects
11,468 (subset: 735 annotated)
Licence / Access
CC-BY 4.0
Source
Zenodo
Visit datasetDOI: 10.5281/zenodo.7272660

B-mode-and-CEUS-Liver

120 liver-mass ultrasound studies with B-mode and CEUS cine loops; reference standards include pathology and cross-sectional imaging.

Ultrasound
Abdominal / liver cancer
Subjects
120
Licence / Access
CC BY 4.0Â
Source
National Cancer Institute
Visit datasetDOI: 10.7937/TCIA.2021.v4z7-tc39

BraTioUS - Brain Tumor Intraoperative Ultrasound Dataset

1669 B-mode 2D ioUS images; dataset includes NIfTI images and NIfTI tumor masks

B-mode intraoperative ultrasound (ioUS)2D (NIfTI .nii in dataset)
Glioma surgery support via training/validation of ML for ioUS interpretation
Subjects
142
Licence / Access
CC BY
Source
Zenodo / Data Brief article
Visit datasetDOI: 10.1016/j.dib.2026.112478 (Data Brief article DOI); also Zenodo record DOI shown on PMC as 10.5281/zenodo.16887362 (but the Zenodo record provided in the user text was 10.5281/zenodo.18130394)

BrEaST

266 segmented lesions; BIRADS feature labels; radiologist-annotated

Ultrasound
Breast / soft tissue cancer
Subjects
256
Licence / Access
CC-BY 4.0
Source
TCIA (Cancer Imaging Archive)
Visit datasetDOI: Not provided

Breast-Lesions-USG

TCIA collection used to build the BrEaST benchmark; 266 segmented lesions with BIRADS descriptors.

Ultrasound
Breast / soft tissue cancer
Subjects
256
Licence / Access
CC BY 4.0Â
Source
National Cancer Institute
Visit datasetDOI: 10.7937/9WKK-Q141

BUS_UC

256×256 pixels; radiologist-annotated; from ultrasoundcases.info

SonoMQS
0.63
Ultrasound
Breast / soft tissue cancer
Subjects
811 images (358 benign, 453 malignant)
Licence / Access
CC-BY 4.0
Source
Mendeley Data
Visit datasetDOI: 10.17632/3ksd7w7jkx.1

BUS-BRA

1,875 images, 722 benign, 342 malignant cases, biopsy-proven tumors, semantic segmentation with DeepLabV3+

SonoMQS
0.63
Ultrasound
Breast / soft tissue cancer
Subjects
1,064
Licence / Access
GPL-3.0
Source
National Institute of Cancer, Rio de Janeiro, Brazil
Visit datasetDOI: 10.5281/zenodo.8231412; 10.1002/mp.16812

BUS-BRA

1,875 images with biopsy-proven tumors; benign/malignant labels, BIRADS, and segmentation masks.

Breast ultrasound (B-mode)
CAD assessment; classification and segmentation; BIRADS
Subjects
1070
Licence / Access
CC BY 4.0
Source
Wiley (paper) / Zenodo (dataset)
Visit datasetDOI: 10.5281/zenodo.8231412

BUSI

780 images: 437 benign, 210 malignant, 133 normal; PNG format 500x500 pixels

Ultrasound
Breast / soft tissue cancer
Subjects
600
Licence / Access
CC BY
Source
Baheya Hospital for Early Detection & Treatment of Women's Cancer, Cairo, Egypt
Visit datasetDOI: 10.1016/j.dib.2019.104863

BUSI_WHU

927 breast ultrasound images collected 2020-2022 at Renmin Hospital of Wuhan University; tumor regions provided.

Breast ultrasound (B-mode)
Lesion detection/classification
Subjects
927
Licence / Access
CC BY 4.0
Source
Mendeley Data (dataset)
Visit datasetDOI: 10.17632/k6cpmwybk3.1

Cardiac Assessment and Classification of Ultrasound (CACTUS)

A comprehensive collection of 37,736 graded cardiac ultrasound images from scans of a CAE Blue Phantom, covering different heart views and quality levels (A4C, SC, PL, PSAV, PSMV, Random). Images are classified and grade...

Ultrasound
Cardiac
Subjects
37,736 phantom images
Licence / Access
CC BY 4.0
Source
Concordia Institute for Information Systems Engineering,
Visit datasetDOI: 10.20383/103.01484

CardiacUDC

992 videos (516 from Site G, 476 from Site R), 4 cardiac views per patient, 100+ frames per video

Ultrasound
Cardiac
Subjects
~100
Licence / Access
Apache 2.0
Source
G Hospital and R Hospital
Visit datasetDOI: Not specified

CCAUI

2,200 PNG files (1,100 original + 1,100 masks), 709x749x3 resolution, Mindary UMT-500Plus ultrasound

Ultrasound
Vascular
Subjects
11
Licence / Access
CC BY 4.0
Source
Politechnika Slaska
Visit datasetDOI: 10.17632/d4xt63mgjm.1

CPTAC-PDA

TCIA CPTAC pancreatic ductal adenocarcinoma collection with multimodal imaging and linked proteogenomic resources.

CTMRPTUltrasound
Abdominal / pancreatic cancer
Subjects
168
Licence / Access
CC BY 3.0Â
Source
National Cancer Institute
Visit datasetDOI: 10.7937/K9/TCIA.2018.SC20FO18

CPTAC-UCEC

TCIA CPTAC endometrial carcinoma collection with multimodal imaging plus linked pathology and proteogenomic data.

CTMRPTUltrasound
Pelvic / gynecologic cancer
Subjects
250
Licence / Access
CC BY 3.0Â
Source
National Cancer Institute
Visit datasetDOI: 10.7937/K9/TCIA.2018.3R3JUISWÂ

CUBS clinical

Clinical data available

Ultrasound
intima-media thickness measurement systems and their clinical impact
Subjects
2176 clinical ultrasound B-mode images acquired on the left and right common carotid artery of 1088 participants
Licence / Access
CC BY 4.0
Source
Carotid Ultrasound Boundary Study (CUBS): multicenter study
Visit datasetDOI: 10.17632/fpv535fss7.1

CUBS tech

Technical benchmark set with conversion factors, 3 manual segmentations, and 7 computerized segmentations.

Ultrasound
intima-media thickness measurement systems
Subjects
500 images, conversion factors for images, 3 manual segmentations, 7 computerized segmentations
Licence / Access
CC BY 4.0
Source
Carotid Ultrasound Boundary Study (CUBS): multicenter study
Visit datasetDOI: 10.17632/m7ndn58sv6.1

DDTI

480-1,638 images (source variation), 637 with pixel-level labels, thyroiditis, goiters, nodules, cancer cases

Ultrasound
Thyroid / neck
Subjects
290-480
Licence / Access
Open Access
Source
IDIME Ultrasound Department, Colombia
Visit datasetDOI: 10.1117/12.2073532

EchoCP

Contrast transthoracic echocardiography (cTTE), rest and Valsalva maneuver videos, 4 sonographers annotation

Ultrasound
Cardiac
Subjects
30
Licence / Access
Apache 2.0
Source
Not specified
Visit datasetDOI: Not specified

FASS

Segmentations: abdominal aorta, intrahepatic umbilical vein, fetal stomach, liver region; quality control excluded images with calipers/acoustic shadows

Ultrasound
Obstetrics / fetal biometry
Subjects
169 subjects (1,500 images)
Licence / Access
CC BY 4.0
Source
University Hospital Polydoro Ernani de São Thiago, Florianópolis, Brazil
Visit datasetDOI: 10.17632/4gcpm9dsc3.1

FH-PS-AOP

Transperineal ultrasound (TPU); image dimensions 256×256; pixel-level labels (background, pubic symphysis, fetal head); restricted test set access

Ultrasound
Obstetrics / labor assessment
Subjects
~4000 images
Licence / Access
CC-BY-4.0
Source
JiNan University; organized via grand-challenge.org
Visit datasetDOI: 10.5281/zenodo.10829116

LUSS_phantom

Commercial COVID-19 lung ultrasound phantom (CAE Healthcare); 564 phantom images; segmentation of rib, pleural line, A-line, B-line, B-line confluence

Ultrasound
Thoracic / lung imaging
Subjects
Single phantom model
Licence / Access
CC BY 4.0
Source
University of Leeds, School of Electronic and Electrical Engineering
Visit datasetDOI: https://doi.org/10.5518/1485

MicroSeg

3.6 GB; 29-MHz micro-ultrasound (3-4x higher resolution than traditional US); multiple annotator expertise levels; micro-ultrasound-specific modality

Ultrasound
Prostate / genitourinary
Subjects
75 patients (55 training, 20 testing)
Licence / Access
CC BY 4.0
Source
University of Florida micro-ultrasound guided prostate biopsy procedures
Visit datasetDOI: 10.5281/zenodo.10475293

MIDI-B Test & Validation

Limited details; last modified Aug 2025; check TCIA for DICOM

Ultrasound
Breast / soft tissue cancer benchmark
Subjects
Unknown
Licence / Access
Public (TCIA standard)
Source
TCIA
Visit datasetDOI: Unknown

MMOTU-2D

Multi-modality: 2D ultrasound and contrast-enhanced ultrasound (CEUS); pixel-wise semantic annotations; designed for unsupervised cross-domain segmentation

Ultrasound
Gynecologic / ovarian tumor
Subjects
Not specified (1,469 2D images, 170 CEUS images)
Licence / Access
Apache-2.0
Source
Beijing Shijitan Hospital, Capital Medical University, China
Visit datasetDOI: arXiv:2207.06799

MMOTU-3D

Dataset for multi-modality cross-domain semantic segmentation

Ultrasound
Gynecologic / ovarian tumor
Subjects
294 patients; 1,639 images (1,469 2D + 170 CEUS)
Licence / Access
Apache-2.0
Source
Department of Gynecology, Beijing Shijitan Hospital
Visit datasetDOI: arXiv:2207.06799

MUP

De-identified data in NIFTI format; multiple annotators for segmentation quality

Ultrasound
Prostate / genitourinary
Subjects
75 patients (55 training, 20 testing)
Licence / Access
CC-BY-4.0
Source
University of Florida
Visit datasetDOI: 10.5281/zenodo.10475293

musculoskeletal images for Heckmatt grading

B-mode muscle ultrasound dataset for neuromuscular echogenicity / Heckmatt grading; includes healthy and FSHD participants.

Ultrasound
neuromuscular disease assessment
Subjects
25,005 B-mode images acquired from 290 participants (180 healthy, 110 from an FSHD cohort)
Licence / Access
CC BY 4.0
Source
Radboud University Medical center
Visit datasetDOI: 10.17632/yzg86vb895.1

musculoskeletal images for NMD assessment

Biceps brachii, tibialis anterior, and gastrocnemius medialis images with manual segmentations.

Ultrasound
neuromuscular disease assessment
Subjects
3917 images (1283 subjects) of biceps brachii, tibialis anterior and gastrocnemius medialis
Licence / Access
CC BY 4.0
Source
Radboud University Medical center
Visit datasetDOI: 10.17632/3jykz7wz8d.1

OpticNerveSheaths

464 transorbital sonography images for optic nerve sheath analysis with multiple-rater annotations.

Ultrasound
Optic Nerve characterization
Subjects
464 TOS ultrasound images
Licence / Access
CC BY 4.0
Source
multicenter dataset
Visit datasetDOI: 10.17632/kw8gvp8m8x.1

OPULM PALA

A pre clinical ultrasound dataset of rat organs (brain brain tumor kidney) with an ultrafast device.

Ultrasound
Preclinical animal imaging
Subjects
6 benchmark datasets (3 simulated, 3 in vivo)
Licence / Access
CC BY 4.0
Source
Laboratoire d'Imagerie Biomédicale (LIB) (SU/Inserm/CNRS)
Visit datasetDOI: 10.5281/zenodo.4343435

Prostate-MRI-US-Biopsy

Tracked Artemis biopsy sessions with MRI/US fusion

MRUltrasound
Prostate / genitourinary cancer
Subjects
1151
Licence / Access
CC BY 4.0
Source
National Cancer Institute
Visit datasetDOI: 10.7937/TCIA.2020.A61IOC1A

Rat Brain RF and Bmode

A pre clinical ultrasound dataset of rat brain with an ultrafast device including RF data.

Ultrasound
Preclinical animal imaging
Subjects
200,000 images from 1 rat brain
Licence / Access
CC BY 4.0
Source
Laboratoire d'Imagerie Biomédicale (LIB) (SU/Inserm/CNRS)
Visit datasetDOI: 10.5281/zenodo.7883227

ReMIND

Brain resection multimodal imaging database with pre-op MRI

MRUltrasound
Neurological cancer
Subjects
114
Licence / Access
CC BY 4.0Â
Source
National Cancer Institute
Visit datasetDOI: 10.7937/3RAG-D070Â

S1

De-identified; acquired via LOGIQ P7 system

Ultrasound
Breast / soft tissue cancer
Subjects
200 images from single institution (177 benign, 23 malignant training; 5 benign, 3 malignant test)
Licence / Access
CC-BY 4.0
Source
Single clinical partner institution
Visit datasetDOI: 10.1371/journal.pone.0253202

Segthy

Includes electromagnetic tracking data for registration evaluation

MRIUltrasound
Thyroid / neck
Subjects
214 subjects total (28 healthy volunteers + 186 patients)
Licence / Access
CC BY
Source
Technical University of Munich
Visit datasetDOI: Not provided

STMUS_NDA

Muscles: biceps brachii, tibialis anterior, gastrocnemius medialis

Ultrasound
Musculoskeletal
Subjects
1,283 subjects (3,917 images)
Licence / Access
CC BY 4.0
Source
Mendeley Data
Visit datasetDOI: 10.17632/3jykz7wz8d.1

The Open Hip Dysplasia Dataset

A collection of files from across the Internet to help researchers and developers in the field of hip dysplasia.

UltrasoundX-ray
Musculoskeletal / orthopedics
Subjects
172 ultrasound images
Licence / Access
Apache V2, Attribution-NonCommercial-ShareAlike 3.0 Unported, CC BY 4.0
Source
Radiopedia, Hong Kong Polytechnic, Children's Hospital of Zhejiang University
Visit datasetDOI: 10.5281/zenodo.15086604

Transcranial mice brain

A pre clinical ultrasound dataset of transcranial awake mice brain with an ultrafast device including 4D data.

Ultrasound
Preclinical animal imaging
Subjects
5 mice; 370 shared cineloops
Licence / Access
CC BY 4.0
Source
Laboratoire d'Imagerie Biomédicale (LIB) (SU/Inserm/CNRS)
Visit datasetDOI: 10.1038/s44172-025-00415-4

ULMShare

ULMShare is an open-access dataset designed to accelerate algorithm development, validation, and benchmarking in Ultrasound Localization Microscopy (ULM). The data spans three years of experimental procedures, including...

Ultrasound
Preclinical animal imaging
Subjects
61 brain mice with ultrafast ultrasound devices. 99 acquisitions (around 30TB of data)
Licence / Access
CC BY 4.0
Source
Provost Ultrasound Lab
Visit datasetDOI: 10.20383/103.01550

UltraBones100k

A reliable automated labeling method and large-scale dataset for ultrasound-based bone surface extraction

Ultrasound
Musculoskeletal
Subjects
100,000 ex-vivo ultrasound images
Licence / Access
CC BY 4.0
Source
Balgrist University Hospital, University of Zurich
Visit datasetDOI: 10.1016/j.compbiomed.2025.110435

US-4

Video-based image dataset. Two of the four subdatasets were newly collected by experienced doctors.

SonoMQS
0.81
Ultrasound
General ultrasound
Subjects
23,000+ high-resolution images from four ultrasound video subdatasets; subject count not stated
Licence / Access
MIT
Source
OpenDataLab page; source repo https://github.com/983632847/USCL; citation provided on page
Visit datasetDOI: Not stated

ACOUSLIC-AI

Prenatal frames by novices; 37.9 GB train set; Apr 2024

Ultrasound
Obstetrics / fetal biometry
Subjects
Unknown
Licence / Access
CC-BY-NC-SA 4.0
Source
Zenodo/Radboud UMC
Visit datasetDOI: 10.5281/zenodo.11005384

BCMID

Access-controlled multimodal breast imaging dataset hosted on Zenodo.

Breast ultrasound (B-mode) & Mammography
Multimodal imaging
Subjects
323
Licence / Access
access required
Source
Zenodo dataset page
Visit datasetDOI: 10.5281/zenodo.14970848

brachial plexus

Needle trajectory tracking; bounding boxes and active contour masks; expert annotations

Ultrasound
Nerve / regional anesthesia
Subjects
227 videos (3 machines)
Licence / Access
Non-commercial use agreement
Source
GitHub
Visit datasetDOI: Not provided

BUS_UCML

Siemens ACUSON S2000; RGB masks (green=benign, red=malignant); expert radiologist annotations

SonoMQS
0.63
Ultrasound
Breast / soft tissue cancer
Subjects
38 (683 images: 174 benign, 90 malignant, 419 normal)
Licence / Access
CC-BY-NC 3.0
Source
Mendeley Data
Visit datasetDOI: 10.17632/7fvgj4jsp7.1

BUS-UCLM

683 images from 38 patients: 174 benign, 90 malignant, 419 normal; RGB masks and expert annotations.

Breast ultrasound (B-mode)
Lesion segmentation
Subjects
38 patients
Licence / Access
CC BY NC 3.0
Source
Nature Scientific Reports (paper)
Visit datasetDOI: 10.17632/7fvgj4jsp7.1

Clinical Ultrasound Image Repository

86,640 DICOM images (2012-2021); AWS S3 public access

Ultrasound
Mixed clinical ultrasound
Subjects
2,000 patients (667 Abdominal, 667 Cardiac, 666 OB/Gyn)
Licence / Access
CC-BY-NC 4.0
Source
MONAI/NVIDIA

CMB-CRC

Cancer Moonshot Biobank colorectal collection with multimodal imaging and linked clinical / biobank data.

CTDXMRNMPTUltrasoundXA
Gastrointestinal / colorectal cancer
Subjects
54
Licence / Access
CC BY 4.0Â & NIH Controlled Data Access Policy
Source
National Cancer Institute
Visit datasetDOI: 10.7937/DJG7-GZ87

CMB-LCA

Cancer Moonshot Biobank lung cancer collection with multimodal imaging and linked clinical / biobank data.

CTDXMRNMPTUltrasound
Thoracic / lung cancer
Subjects
97
Licence / Access
CC BY 4.0Â & NIH Controlled Data Access Policy
Source
National Cancer Institute
Visit datasetDOI: 10.7937/3CX3-S132

CMB-MEL

Cancer Moonshot Biobank melanoma collection with longitudinal imaging and linked clinical / biobank data.

CTMRPTUltrasound
Skin / melanoma cancer
Subjects
53
Licence / Access
CC BY 4.0Â & NIH Controlled Data Access Policy
Source
National Cancer Institute
Visit datasetDOI: 10.7937/GWSP-WH72

covid19_ultrasound

Train/test split should be video/patient-level, not frame-level. Includes COVID, healthy, bacterial pneumonia, viral pneumonia, and uninformative class in some workflows.

SonoMQS
0.81
Ultrasound
Thoracic / lung imaging
Subjects
>200 LUS videos with diagnostic labels; 136 videos with lung severity scores; additional images and videos from multiple sources
Licence / Access
CC BY NC 4.0 for labels; mixed individual licenses apply to source data; some data reserved/unlicensed
Source
Public dataset combining collaborating hospitals and public web sources
Visit datasetDOI: 10.3390/app11020672

EchoNet-Dynamic

Apical 4-chamber view videos, left ventricle semantic segmentation, frame-by-frame tracking

Ultrasound
Cardiac
Subjects
10,030
Licence / Access
Non-commercial use agreement
Source
Stanford Medicine
Visit datasetDOI: 10.1038/s41586-020-2145-8

EchoNet-Pediatric

7,643 labeled videos, 3,176 apical 4-chamber, 4,424 parasternal short axis, ages 0-18 years

Ultrasound
Cardiac
Subjects
7,643
Licence / Access
Stanford Research Use Agreement
Source
Stanford University School of Medicine
Visit datasetDOI: 10.1016/j.echo.2023.01.015

GIST514-DB

Endoscopic ultrasound; includes bounding boxes, categories, and anatomical locations; Query2 framework for detection

Ultrasound
Gastrointestinal tumor
Subjects
514 cases (251 GIST, 263 leiomyoma)
Licence / Access
CC-by-NC-SA 4.0
Source
Not specified
Visit datasetDOI: Not provided

kidneyUS

Multi-vendor dataset (Philips, GE, Acuson, Siemens, Toshiba, SonoSite); includes view type and kidney type (native vs. transplant) classification; real-world clinical settings

Ultrasound
Kidney / genitourinary
Subjects
500+ patients
Licence / Access
CC BY-NC-SA
Source
Clinical ultrasound investigations, acquired 2015-2019
Visit datasetDOI: arXiv:2206.06657

Prenatal Abdominal Circumference Dataset

Prenatal Ultrasound Frames acquired by novice operators

Ultrasound
Obstetrics / fetal biometry
Subjects
Not specified
Licence / Access
Non Commercial Share Alike 4.0 International
Source
Radboud University Medical Center
Visit datasetDOI: 10.5281/zenodo.12697994

Singla et al. (2023) “The open kidney ultrasound data set”

PNG images; registration required for data access; dataset does not include video sequences (cines)

2D B-mode ultrasound
Kidney ultrasound image analysis; semantic segmentation benchmarking
Subjects
514 (images from 514 patients)
Licence / Access
CC BY-NC-SA
Source
Springer workshop paper is cited, but repository page describes access/usage
Visit datasetDOI: 10.1007/978-3-031-44521-7_15

TDSC-ABUS

Challenge dataset for 3D ABUS tumor detection / segmentation / classification; access-controlled, with 100 training cases and challenge splits.

Breast ultrasound (B-mode)
Tumor DetectionSegmentation and Classification (3D ultrasound challenge)
Subjects
100
Licence / Access
access required
Source
arXiv (challenge)
Visit datasetDOI: 10.48550/arXiv.2501.15588

UPBD

Requires citation; contact administrators for specific terms

Ultrasound
Nerve / regional anesthesia
Subjects
101 patients; 1,052 images total (509 training, 333 mask files)
Licence / Access
Custom research use license
Source
Not specified
Visit datasetDOI: Not provided

US3M

Multimodal breast ultrasound dataset used with TDF-Net for incomplete-modality diagnosis.

Breast ultrasound (B-mode)
Multimodal breast ultrasound (diagnosis)
Subjects
248
Licence / Access
CC BY-NC 4.0
Source
Information Fusion paper (TDF-Net)
Visit datasetDOI: 10.1016/j.inffus.2024.102592

105US

2D ultrasound images with tumor segmentation masks

Ultrasound
Tumor segmentation
Subjects
~100
Licence / Access
Not specified
Source
ResearchGate
Visit datasetDOI: Not provided

ACOUSLIC

Blind-sweep acquisition; low-resource settings (Africa/Europe); novice operators

Ultrasound
Obstetrics / fetal biometry
Subjects
592 (300 training, 10 validation, 282 test)
Licence / Access
Not specified
Source
Grand-Challenge.org
Visit datasetDOI: Not provided

ASUS

11 data formats supported; high annotation reliability (ICC 0.859-0.889)

Ultrasound
Obstetrics / fetal biometry
Subjects
3832
Licence / Access
Not specified
Source
OneDrive
Visit datasetDOI: Not provided

BreastVid

188 ultrasound videos (113 malignant, 75 benign), totaling 25,272 frames with bounding-box annotations.

Breast ultrasound (B-mode)ultrasound videos
Breast lesion detection in ultrasound videos
Subjects
188 (B:75, M:113)
Licence / Access
unknown
Source
Springer chapter (paper)
Visit datasetDOI: 10.1007/978-3-031-16437-8_59

BUID

Aixplorer Ultimate system; radiologist-defined masks

Ultrasound
Breast / soft tissue cancer
Subjects
232 (123 malignant, 109 benign)
Licence / Access
Not specified
Source
QAMEBI
Visit datasetDOI: Multiple (10.1016/j.compbiomed.2022.106438)

BUS (Dataset B)

53 malignant, 110 benign images

SonoMQS
0.63
Ultrasound
Breast lesion segmentation
Subjects
163
Licence / Access
Not specified
Source
Manchester Metropolitan University, UDIAT Diagnostic Centre Sabadell Spain
Visit datasetDOI: Not specified

CAMUS

Apical 4-chamber and 2-chamber views, LVEndo, LVEpi, LA annotations, 450 training, 50 testing

Ultrasound
Cardiac
Subjects
500
Licence / Access
Not specified
Source
University Hospital of Saint-Etienne, France
Visit datasetDOI: 10.1109/TMI.2019.2900516

cataract dataset

README says it contains four classes: normal, cataract, glaucoma, retina disease. Version shown: 2, size 1.79 GB, 602 files.

SonoMQS
0.81
Eye / retina images
Ophthalmic
Subjects
Not stated
Licence / Access
Unknown
Source
Kaggle, owner jr2ngb; source listed as https://github.com/yiweichen04/retina_dataset
Visit datasetDOI: Not stated

Dataset of breast ultrasound images (BUSI)

780 images: 437 benign, 210 malignant, 133 normal; PNG images around 500x500 pixels.

Breast ultrasound (B-mode)
Diagnosis support; lesion classification (benign/malignant/normal)
Subjects
600 patients
Licence / Access
unknown
Source
Data in Brief (paper)
Visit datasetDOI: 10.1016/j.dib.2019.104863

DRIVE database

Publicly available annotated image database for comparative studies.

SonoMQS
0.81
Fundus retinal images
Ophthalmic / retinal vessels
Subjects
Not stated
Licence / Access
Not stated
Source
Image Sciences Institute
Visit datasetDOI: Not stated

FALLMUD

812 ultrasound images with muscle bundle and fascia masks; B-mode ultrasound

Ultrasound
Musculoskeletal
Subjects
812 images
Licence / Access
Not specified
Source
CEA KALISTEO platform
Visit datasetDOI: Not provided

Fast-U-Net

Binary segmentation masks for AC and HC; training/validation splits in separate .txt files; Fast U-Net model weights available

Ultrasound
Obstetrics / fetal biometry
Subjects
Not specified
Licence / Access
Not specified
Source
Authors (vahidashkani)
Visit datasetDOI: Not provided

GDPH&SYSUCC

ROI-free breast cancer diagnosis dataset released with HoVer-Trans; 2,405 images (886 benign, 1,519 malignant) from GDPH and SYSUCC.

Breast ultrasound (B-mode)
Breast cancer diagnosis in ultrasound images
Subjects
1202
Licence / Access
unknown
Source
Hover-Trans paper (method referenced in your table)
Visit datasetDOI: 10.1109/TMI.2023.3236011

HC

Image dimensions 800×540 pixels; landmarks: ellipse parameters (center, semi-axes, angle); pixel size range 0.052-0.326 mm

Ultrasound
Obstetrics / fetal biometry
Subjects
1,334 images (999 training, 335 test)
Licence / Access
Not specified
Source
Zenodo / Radboud University Medical Center, Netherlands
Visit datasetDOI: 10.5281/zenodo.1322001

HMSS (ultrasoundcases.info)

Breast and axilla case archive on ultrasoundcases.info with lesion-type labels and mixed image modalities.

Breast ultrasound (B-mode) & Mammography
Clinical cases browsing; lesion class labels
Subjects
503
Licence / Access
unknown
Source
ultrasoundcases.info
Visit datasetDOI: Not provided

MID

Public BUS dataset used in Rodtook et al.; 180 patients / 296 images across malignant, benign, and cyst cases.

Breast ultrasound (B-mode)
Lesion classification
Subjects
296
Licence / Access
unknown
Source
onlinemedicalimages.com (site)
Visit datasetDOI: 10.1016/j.patcog.2018.01.032

QAMEBI

Histopathologically proven dataset with 123 malignant and 109 benign lesions; radiologist-defined masks.

Breast ultrasound (B-mode)
Breast lesion classification
Subjects
232 (B:109, M:123)
Licence / Access
unknown
Source
Computers in Biology and Medicine (paper)
Visit datasetDOI: 10.1016/j.compbiomed.2022.106438

RawUS

Open-access raw ultrasonic signal dataset for 100 breast lesions with benign/malignant labels and BI-RADS.

Raw ultrasonic signals
Malignant vs benign raw ultrasonic signals (learning/analysis)
Subjects
100 (B:48, M:52)
Licence / Access
unknown
Source
Medical Physics (dataset description)
Visit datasetDOI: 10.5281/zenodo.545928

regPro (μ-RegPro)

Prostate masks, apex, base, lesions, zonal structures annotated

MRUltrasound
Prostate / genitourinary
Subjects
141 enrolled; 108 transverse pairs (65 training, 8 validation, 35 test)
Licence / Access
Not specified
Source
University College London Hospital
Visit datasetDOI: 10.5281/zenodo.7870104

STU-Hospital

External validation dataset; GE Voluson E10 system; benign/malignant not differentiated

Ultrasound
Breast / soft tissue cancer
Subjects
42 images; subject count not explicitly specified
Licence / Access
Not specified
Source
Imaging Department, First Hospital of Medical College of Shantou University
Visit datasetDOI: Not provided

TG3K

Thyroid gland occupies minimum 6% of image area; uses .jpg format

Ultrasound
Thyroid / neck
Subjects
16 videos; 3,583 ultrasound images
Licence / Access
Not specified
Source
Not specified
Visit datasetDOI: Not provided

Thyroid US Cineclip

Includes biopsy-confirmed thyroid nodules, TI-RADS descriptors, histopathological diagnoses

Ultrasound
Thyroid / neck
Subjects
167 patients; 192 cine clips (average 90 frames/clip, downsampled by factor of 10)
Licence / Access
Not specified
Source
Stanford Center for AI in Medicine & Imaging
Visit datasetDOI: Not provided

TN3K

Single-class binary segmentation task

Ultrasound
Thyroid / neck
Subjects
2,421 patients; 3,493 ultrasound images (2,879 training, 614 test)
Licence / Access
Not specified
Source
Not specified
Visit datasetDOI: Not provided

TNSCUI

4,554 total PNG format images; resolution range 335-719 pixels

Ultrasound
Thyroid / neck
Subjects
3,644 training images (1,641 benign, 2,003 malignant); 910 test images
Licence / Access
Not specified
Source
Shanghai Ruijin Hospital, China Medical Ultrasound AI Alliance
Visit datasetDOI: 10.5281/zenodo.3715942

UDIAT

163 cases used for automated lesion detection; commonly cited split is 53 malignant and 110 benign.

Breast ultrasound (B-mode & Doppler)
Automated breast ultrasound lesion detection (per paper context)
Subjects
163
Licence / Access
unknown
Source
IEEE (paper)
Visit datasetDOI: 10.1109/JBHI.2017.2731873

US nerve Segmentation

No overlap between training and test subjects; competition-based dataset

Ultrasound
Nerve / regional anesthesia
Subjects
Training: 5,635 images; Test: 5,508 images; subject numbers range from 1-47
Licence / Access
Not specified
Source
Kaggle
Visit datasetDOI: Not provided

xfetus / midl2023

Repository describes generation of 256x256 trans-cerebellum fetal ultrasound images using DSR-GAN and TB-GAN.

SonoMQS
0.69
Fetal ultrasound images
Obstetrics / fetal imaging
Subjects
One public dataset used; subject count not stated
Licence / Access
Not stated
Source
GitHub repository README; paper linked at arXiv 2304.03941
Visit datasetDOI: arXiv:2304.03941