医学影像数据库Medical Image Dataset

  • A+
所属分类:医信大学
Anatomium 3Dhttp://www.anatomium.com/n-plist.html3Dbody
Anatomium 3Dhttp://www.anatomium.com/overview.html3D scanmiscellaneous
The Atlas ofHuman Cardiac Anatomyhttp://www.vhlab.umn.edu/atlas/Atlasheart
Medical image R&D Centerhttp://www-o.ntust.edu.tw/~cweiwang/ISBI2015/challenge2/index.htmlbitewing radiograpyteeth
Standard Diabetic Retinopathy Databasehttp://www.it.lut.fi/project/imageret/diaretdb1/colour images fundus
DRIVE databasehttp://www.isi.uu.nl/Research/Databases/DRIVE/colour images fundus
VIA/I-ELCAP  SIMBA Public  Access  Database
http://www.via.cornell.edu/databases/simbadb.htmlCTthorax
Public Lung Database To Address Drug Responsehttp://www.via.cornell.edu/crpf.htmlCTthorax
LIDC - NCIA Collection - Lung Image Database Consortiumhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC2290739/CTlung
VIA/Weiss Lab Public Access Mouse micro-CT Image Databasehttp://www.via.cornell.edu/databases/microdb.htmlCTmice
LIDC/IDRI databasehttp://www.via.cornell.edu/lidc/CTlung
The deformable image registrarion laboratoryhttps://www.dir-lab.com/CTthoracic
Cornell University Libraryhttps://arxiv.org/abs/1506.06448CTpancreas
The Cancer Imaging Archive (TCIA) Public Accesshttps://wiki.cancerimagingarchive.net/display/Public/CT+Lymph+NodesCTlymph node
The Lung Image Database Consortium image collection (LIDC-IDRI) https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRICTlung
VIA/I-ELCAP Public Access Research Databasehttp://www.via.cornell.edu/databases/lungdb.htmlCTlung
VIA/I-ELCAP Public Access Research Database. http://www.via.cornell.edu/databases/crpf.htmlCTlung
SMIR Full Body CThttps://www.smir.ch/objects/214315#CTwhole body
Scapula Data Collectionhttps://www.smir.ch/objects/214259#CTScapula
The HEAR-EU Multiscale Imaging and Modelling Dataset of the Human Inner Earhttps://www.smir.ch/objects/204388CTcochlea
CSI 2014 Workshop  Datahttp://csi-workshop.weebly.com/challenges.htmlCTspine
xVertSeg Darabasehttp://lit.fe.uni-lj.si/xVertSeg/database.php#40CTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCTspine
CSI 2014 Workshop  Datahttp://csi-workshop.weebly.com/challenges.htmlCTspine
CSI 2014 Workshop  Datahttp://csi-workshop.weebly.com/challenges.htmlCTspine
VOLCANO'09 (Volume Change Analysis of Nodules) Measurement Challengehttp://www.via.cornell.edu/challenge/CTlung
Utah SCI CT datasets archivehttp://www.sci.utah.edu/cibc-software/ctdata.htmlCT
CT images of pulmonary nodules the evaluation of nodule change in size measurement methodshttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3267080/CTlung
 LUNA (LUng Nodule Analysis)http://academictorrents.com/collection/luna-lung-nodule-analysis-16---isbi-2016-challengeCTlung
Automatic Cancer Detection and Classification in Whole-slide Lung Histopathology (ACDC@LUNGHP) challengehttps://acdc-lunghp.grand-challenge.org/CTlung
SegTHOR: Segmentation of THoracic Organs at Risk in CT imageshttps://chaos.grand-challenge.org/CTheart, aorta, trachea, esophagus
LUMIC challengehttps://lumic.grand-challenge.org/CTchest(llung)
Continuous Registration Challengehttps://continuousregistration.grand-challenge.org/CTlung,brain
Multimedia Ratrieval in CLEFhttps://www.imageclef.org/2018/tuberculosisCTlung
Pancreatic Cancer Survival Predictionhttp://miccai.cloudapp.net/competitions/84CTpancreatic
18F-FDG PET Radiomics Risk Stratifiers in Head and Neck Cancerhttp://miccai.cloudapp.net/competitions/77CToropharynx 
Retinal OCT Classification Challenge (ROCC)https://rocc.grand-challenge.org/CTfundus
Retinal OCT Fluid Challengehttps://retouch.grand-challenge.org/CTfundus
Data Science Bowl 2017https://www.kaggle.com/c/data-science-bowl-2017CTchest
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsCT,MRspine
Osirix DICOM datasetshttp://www.osirix-viewer.com/datasets/CT,MR,PET,X-raybrain,lungs,head,bone,leg,heart
CHAOS challengehttps://chaos.grand-challenge.org/CT,MRIliver, spleen, right and eft kidneys
The Cancer Imaging Archive (TCIA)http://www.cancerimagingarchive.net/CT,MRI,etcMultiple parts
SpineWebhttp://spineweb.digitalimaginggroup.ca/CT,MRI,etcspine
Open Access Biomedical Image Search Enginehttps://openi.nlm.nih.govCT,MRI,etcMultiple parts
Erlangen Volume Libraryhttp://www9.informatik.uni-erlangen.de/External/vollib/DTI,MRbrain
Dr Gordon Kindlmann’s brainhttp://www.sci.utah.edu/~gk/DTI-data/DTI,MRbrain
OpenfMRI.orghttp://openfmri.org/fMRIbrain
MULTI-ORGAN NUCLEI SEGMENTATION CHALLENGEhttps://monuseg.grand-challenge.org/imagetumors 
 Indian Diabetic Retinopathy Image Dataset (IDRiD) https://idrid.grand-challenge.org/imagefundus
Digital Pathology: Segmentation of Nuclei in Imageshttp://miccai.cloudapp.net/competitions/83imagecell
Combined Radiology and Pathology Classificationhttp://miccai.cloudapp.net/competitions/82imagecell
Challenge on Automatic Tool Annotation for cataRACT Surgery https://cataracts.grand-challenge.org/imagefundus
CAMELYON17 challengehttps://camelyon17.grand-challenge.org/imagepancreatic 
Tissue Microarry Analysis in Thyroid Cancerhttp://www-o.ntust.edu.tw/~cvmi/ISBI2017/imagemicroarrays
CAMELYON16 challengehttps://camelyon16.grand-challenge.org/imagelymph node 
Laboratório Visão Robótica e Imagemhttp://web.inf.ufpr.br/vri/theses-dissertations/  (Invalid URL)microscopybreast
ICIAR 2018 Grand Challengehttps://iciar2018-challenge.grand-challenge.org/Microscopy images,Whole-slide imagesBreast cell
MICCAI challengehttps://grand-challenge.org/challenges/miscellaneousmiscellaneous
LONI Brain Image Databasehttps://ida.loni.usc.edu/login.jsp?search=truemiscellaneousbrain
VolVis.org dataset archivehttp://volvis.org/miscellaneous
Medical segmentation decathlonhttps://decathlon-10.grand-challenge.org/Home/miscellaneous
ISBI Challenge on Analysis of Images to Detect Abnormalities in Endoscopy (AIDA-E)https://isbi-aida.grand-challenge.org/miscellaneous
Computational Methods and Clinical Applications for Spine Imaginghttps://csi2016.wordpress.com/challenge/miscellaneousspine
Kagglehttps://www.kaggle.com/datasetsmiscellaneous
ISBI 2014https://archives.embs.org/wp-content/archives/ISBI/2014/program/challenges/index.htmlmiscellaneous
Database NameWebsiteModalityBody Part
Medviso AB(software)http://medviso.com/products/segment/MR CT SPECTheart
Alzheimer's Disease Neuroimaging Initative(ADNI)http://adni.loni.usc.edu/data-samples/MR,PET,and othersbrain
An SMRA 2018 -  Image Processing Challengehttps://paves.grand-challenge.org/MRAlower leg
ACDC-2017http://acdc.creatis.insa-lyon.fr/#MRIheart
Expertly segmented structures on high resolution T1 and T2 human brain scanshttps://github.com/CobraLab/atlasesMRIbrain
The Statistical Atlases and Computational Modeling of the Heart (STACOM) workshophttp://stacom.cardiacatlas.orgMRIheart
Ischemic Stroke Lesion Segmentation (ISLES)https://www.virtualskeleton.ch/ISLES/Start2015MRIbrain
National Alliance for Medical Image Computing (NAMIC)http://insight-journal.org/midas/community/view/17MRIbrain
Neobrains12http://neobrains12.isi.uu.nl/reference.phpMRIbrian
MRBrainshttp://mrbrains13.isi.uu.nl/index.phpMRIbrain
The Medical-image Analysis and Statistical Interpretation (MASI) labhttps://my.vanderbilt.edu/masi/about-us/MRIbrain
The Open Access Series of Imaging Studies (OASIS)http://www.oasis-brains.org/MRIbrain
An Annotated Dataset of 14 Cardiac MR Imageshttp://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=500MRIheart
Boston Children's Hospitalhttp://segchd.csail.mit.edu/data.htmlMRIheart
Brainnetome Atlashttp://atlas.brainnetome.org/index.htmlMRIbrain
ACDC datasethttps://www.creatis.insa-lyon.fr/Challenge/acdc/databasesClassification.htmlMRIheart
Tractography Challenge ISMRM 2015 High-resolution Datahttps://zenodo.org/record/579933#.WgT6X4VOJPZMRIbrain
HCP_S1200_GroupAvg_v1 Dataset https://www.humanconnectome.org/study/hcp-young-adult/document/extensively-processed-fmri-data-documentationMRIbrain
1200 Subjects Datahttps://www.humanconnectome.org/study/hcp-young-adult/document/1200-subjects-data-releaseMRIbrain
900 Subjects Data Release Reference https://www.humanconnectome.org/study/hcp-young-adult/document/900-subjects-data-releaseMRIbrain
500 Subjects Plus MEG2 https://www.humanconnectome.org/study/hcp-young-adult/document/500-subjects-data-releaseMRIbrain
HCP Lifespan Pilot Data https://www.humanconnectome.org/study/hcp-young-adult/document/meg-initial-releaseMRIbrain
MGH Adult Diffusion Datahttps://www.humanconnectome.org/study/hcp-young-adult/document/mgh-adult-diffusion-data-acquisition-detailsMRIbrain

MEG1 Initial Data Release 
https://www.humanconnectome.org/study/hcp-young-adult/document/meg-initial-releaseMRIbrain

Q1-Q3 Diffusion Data Update 
https://www.humanconnectome.org/study/hcp-young-adult/document/q3-data-update-diffusion-completeMRIbrain
Q3 Subjects Data https://www.humanconnectome.org/study/hcp-young-adult/document/q3-data-releaseMRIbrain
Q2 Subjects Data https://www.humanconnectome.org/study/hcp-young-adult/document/q2-data-releaseMRIbrain
Q1 Subjects Data https://www.humanconnectome.org/study/hcp-young-adult/document/q1-data-releaseMRIbrain
HCP Aginghttps://www.humanconnectome.org/study/hcp-lifespan-agingMRIbrain
HCP Developmenthttps://www.humanconnectome.org/study/hcp-lifespan-developmentMRIbrain
LifeSpan Baby Connectome Project (BCP) https://www.humanconnectome.org/study/lifespan-baby-connectome-projectMRIbrain
Developing Human Connectome Project (dHCP)https://www.humanconnectome.org/study/lifespan-developing-human-connectome-projectMRIbrain
Amish Connectome Project (ACP)https://www.humanconnectome.org/study/amish-connectome-projectMRIbrain
CRHD Changes in Visual Cortical Connectivity Following Central Visual Field Losshttps://www.humanconnectome.org/study/changes-visual-cortical-connectivity-following-central-visual-field-lossMRIbrain
Connectomes Related to Anxiety and Depression in Adolescents Projecthttps://www.humanconnectome.org/study/connectomes-related-anxiety-depressionMRIbrain
CRHD Connectomic Imaging in Familial & Sporadic Frontotemporal Degenerationhttps://www.humanconnectome.org/study/connectomic-imaging-familial-sporadic-frontotemporal-degenerationMRIbrain
CRHD Connectomics in Brain Aging and Dementiahttps://www.humanconnectome.org/study/connectomics-brain-aging-and-dementia MRIbrain
Dimensional Connectomics of Anxious Misery Projecthttps://www.humanconnectome.org/study/crhd-dimensional-connectomics-anxious-miseryMRIbrain
Epilepsy Connectome Project (ECP)
https://www.humanconnectome.org/study/epilepsy-connectome-projectMRIbrain
Human Connectome Project for Early Psychosishttps://www.humanconnectome.org/study/human-connectome-project-for-early-psychosisMRIbrain
CRHD Human Connectomeshttps://www.humanconnectome.org/study/crhd-human-connectomes-low-vision-blindness-and-sight-restorationMRIbrain
Psychosis Human Connectome Project (P-HCP)https://www.humanconnectome.org/study/crhd-neural-disconnection-errant-visual-perception-psychotic-psychopathologyMRIbrain
CRHD Perturbation of the Treatment of Resistant Depression Connectome by Fast-Acting Therapieshttps://www.humanconnectome.org/study/crhd-perturbation-treatment-resistant-depression-connectome-fast-acting-therapiesMRIbrain
CRHD The Structural & Functional Connectome across AD Subtypeshttps://www.humanconnectome.org/study/structural-functional-connectome-across-ad-subtypesMRIbrain
BrainWeb: Simulated Brain Databasehttp://brainweb.bic.mni.mcgill.ca/brainweb/MRIbrain
Left Ventricular Segmentation Challengehttps://www.cardiacatlas.org/challenges/lv-segmentation-challenge/MRIheart
MESA (Multi-Ethnic Study of Atherosclerosis)http://www.cardiacatlas.org/studies/mesa/MRIheart
DETERMINE (Defibrillators to Reduce Risk by Magnetic Resonance Imaging Evaluation)http://www.cardiacatlas.org/studies/determine/MRIheart
Sunnybrook Cardiac Datahttp://www.cardiacatlas.org/studies/sunnybrook-cardiac-data/MRIheart
AMRG Cardiac Atlashttp://www.cardiacatlas.org/studies/amrg-cardiac-atlas/MRIheart
SCMR Consensus Contour Datahttp://www.cardiacatlas.org/studies/scmr-consensus-data/MRIheart
Congenital Heart Disease (CHD) Atlashttp://www.cardiacatlas.org/studies/chd-atlas/MRIheart
Consortium for Reliability and Reproducibility (CoRR)http://fcon_1000.projects.nitrc.org/indi/CoRR/html/samples.html#datasetsMRIbrain
Brain Genomics Superstruct Project (GSP)https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/25833MRIbrain
Attention Deficit Hyperactivity Disorderhttp://fcon_1000.projects.nitrc.org/indi/adhd200/index.htmlMRIbrain
A Long-term Test-Retest Sample of Young Healthy Adults in Southwest Chinahttp://fcon_1000.projects.nitrc.org/indi/retro/southwestuni_qiu_index.htmlMRIbrain
IXI Datasethttp://brain-development.org/ixi-dataset/MRIbrain
Addiction Connectome Preprocessed Initiative (ACPI)http://fcon_1000.projects.nitrc.org/indi/ACPI/html/samples.htmlMRIbrain
HBN-SSI Datahttp://fcon_1000.projects.nitrc.org/indi/hbn_ssi/download.htmlMRIbrain
IXI Datasethttp://brain-development.org/ixi-dataset/MRIbrain
Kyoto Human Embryo Visualization Projecthttp://bird.cac.med.kyoto-u.ac.jp/html/index_e.htmlMRIembryo
Autism Brain Imaging Data Exchange(ABIDE)http://fcon_1000.projects.nitrc.org/indi/abide/MRIbrain
State Key Laboratory of Cognitive Neuroscience and Learning Enhanced Samplehttp://fcon_1000.projects.nitrc.org/indi/retro/BeijingEnhanced.htmlMRIbrain
Data - Nathan Kline lnstitute-Rockland sample documentationhttp://fcon_1000.projects.nitrc.org/indi/enhanced/data.htmlMRIbrain
VALiDATe29 squirrel monkey brain atlashttps://www.nitrc.org/projects/validate29/MRIbrain
SumsDBhttp://brainvis.wustl.edu/wiki/index.php/Sums:AboutMRIbrain
Pediatric MRI Data Repositoryhttps://pediatricmri.nih.gov/nihpd/info/index.htmlMRIbrain
Mouse Connectome Project (MCP)http://www.mouseconnectome.org/MRIbrain
Internet Brain Segmentation Repositoryhttps://www.nitrc.org/plugins/mwiki/index.php/ibsr:MainPageMRIbrain
Brain Genomics Superstruct Projecthttps://cnl.rc.fas.harvard.edu/data/MRIbrain
ARWIBOhttp://www.arwibo.it/MRIbrain
Magnetic Resonance Imaging in Ms(MAGIMS)https://www.magnims.eu/MRIbrain
Neuroimaging and applied computational anatomy labhttp://niacal.northwestern.edu/dataMRIbrain
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsMRIIntervertebral Disc (IVD) 
Spine segmentation and analysishttp://www.cg.informatik.uni-siegen.de/en/spine-segmentation-and-analysisMRIspine
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsMRIspine/IVD
Collaborative Platform for Research on Spine Imaging and Image Analysishttp://spineweb.digitalimaginggroup.ca/spineweb/index.php?n=Main.DatasetsMRIspine/IVD
BSI-NI Japanese Macaque Monkey-the MRI Standard Brainhttp://brainatlas.brain.riken.jp/jm/modules/xoonips/listitem.php?index_id=9MRIbrain
Minimal Interval Resonance Imaging in Alzheimer's Disease (MIRIAD)http://www.ucl.ac.uk/drc/research/methods/miriad-scan-databaseMRIbrain
OpenNeurohttps://openneuro.org/MRImiscellaneous
The ABCD Neurocognitive Prediction Challenge (ABCD-NP-Challenge 2019)https://sibis.sri.com/abcd-np-challenge/MRIbrain
SPIE-AAPM-NCI Prostate MR Classification Challengehttps://prostatex.grand-challenge.org/MRIprostate
Correction of Brainshift with Intra-Operative Ultrasoundhttps://curious2018.grand-challenge.org/MRIbrain
fastMRIhttp://fastmri.org/MRIKnee joint
RSNA Pneumonia Detection Challengehttps://www.kaggle.com/c/rsna-pneumonia-detection-challengeMRIlung
Multi-shell Diffusion MRI Harmonisation Challenge 2018 (MUSHAC)https://projects.iq.harvard.edu/cdmri2018/challengeMRI
IVDM3Seghttps://ivdm3seg.weebly.com/MRIlumbar spine
MRBrainS18http://mrbrains18.isi.uu.nl/MRIbrain
Section for Biomedical Image Analysis (SBIA) participating with CBICAhttps://www.med.upenn.edu/sbia/brats2018.htmlMRIbrain
3-D Validation of Tractography with Experimental MRI (3D VoTEM) https://my.vanderbilt.edu/votem/MRIbrain
Tractography-reproducibility Challenge with Empirical Data (TraCED)https://my.vanderbilt.edu/ismrmtraced2017/MRIbrain
iSeg-2017http://iseg2017.web.unc.edu/MRIbrain
Ischemic Stroke Lesion Segmentationhttp://www.isles-challenge.org/ISLES2017/MRIbrain
SPIE-AAPM-NCI PROSTATEx Challengeshttps://wiki.cancerimagingarchive.net/display/Public/SPIE-AAPM-NCI+PROSTATEx+ChallengesMRIprostate
Mild Traumatic Brain Injury Outcome Predictionhttps://tbichallenge.wordpress.com/MRIbrain
The MICCAI Spine Workshop & Challengehttps://csi2015.weebly.com/MRIspine
ATLAS (Anatomical Tracings of Lesions After Stroke)http://www.icpsr.umich.edu/icpsrweb/ICPSR/studies/36684MRIbrain
USC Laboratory of Neuro Imaginghttp://www.loni.usc.edu/research/atlasesMRIbrain
Brain registration evaluations (2008-2011)https://www.synapse.org/#!Synapse:syn3251018MRIbrain
HeadNeckBrainSpine(software)http://headneckbrainspine.com/index.phpMRI CThead neck teeth and so on
Alzheimer’s Disease Connectome Project (ADCP) https://www.humanconnectome.org/study/alzheimers-disease-connectome-projectMRI,PETbrain
PET-MR DATASETShttps://www.isd.kcl.ac.uk/pet-mri/simulated-data/MRI,PETthorax
BITE: Brain Images of Tumors for Evaluation databasehttp://nist.mni.mcgill.ca/?page_id=672MRI,ultrasoundbrain
Multi-Modality Whole Heart Segmentationhttp://www.sdspeople.fudan.edu.cn/zhuangxiahai/0/mmwhs17/index.htmlmulti-modalityheart
MORPH (Craniofacial Longitudinal Morphological Face Database)https://www.faceaginggroup.com/morph/photographsface 
DRIVE (Digital Retinal Images for Vessel Extraction) databasehttps://www.isi.uu.nl/Research/Databases/DRIVE/photographs fundus
CLEMSONhttp://www.clemson.edu/cecas/photographs fundus
High-Resolution Fundus (HRF) Image Databasehttps://www5.cs.fau.de/research/data/fundus-images/photographs fundus
The RetinaCheck projecthttp://www.retinacheck.org/photographs fundus
VAMPIRE toolshttp://vampire.computing.dundee.ac.uk/tools.html photographs fundus
Pathologic Myopia Challengehttps://palm.grand-challenge.org/photosfundus
The ONLINE iChallengeshttps://refuge.grand-challenge.org/photosfundus
Cell tracking Challengehttp://celltrackingchallenge.net/real (2D and 3D) time-lapse microscopy videoswhole-cell and nucleus
Automated measurement of fetal head circumferencehttps://hc18.grand-challenge.org/ultrasoundhead 
Workshop and Challenges on Modeling and Monitoring of Computer Assisted Interventionshttp://camma.u-strasbg.fr/m2cai2016/index.php/program-challenge/videogallbladder
Endoscopic artefact detection challennge(EAD 2019)https://ead2019.grand-challenge.org/EAD2019/white light, fluorescence, and narrow band imaginggastroscopy, cystoscopy, gastro-oesophageal, colonoscopy
Automatic Non-rigid Histological Image Registration (ANHIR) challengehttps://anhir.grand-challenge.org/whole-slide images,Histologylesions, lung-lobes, mammary-gland
SPIE-AAPM-NCI BreastPathQ: Cancer Cellularity Challenge 2019http://spiechallenges.cloudapp.net/competitions/14whole-slide images,Histologybreast
Histopathologic Cancer Detectionhttps://www.kaggle.com/c/histopathologic-cancer-detectionwhole-slide images,Histologytumor
Classification of Normal vs Malignant Cells in B-ALL White Blood Cancer Microscopic Imageshttps://competitions.codalab.org/competitions/20429#learn_the_details-overviewwhole-slide images,Histologyleukemic B-lymphoblast cells
JSRT Digital Image Databasehttp://www.jsrt.or.jp/jsrt-db/eng.php(Address invalidation)X-raylung nodule
SCR database: Segmentation in Chest Radiographshttp://www.isi.uu.nl/Research/Databases/SCR/X-raythorax
University of South Florida Digital Mammographyhttp://www.eng.usf.edu/cvprg/X-raybreast
Digital Morphology libraryhttp://digimorph.org/ X-rayanimal
Langlotzlabhttp://langlotzlab.stanford.edu/imaging-datasets/X-raythorax, bone tumor ,breast,hand bone
NIH Clinical Centerhttps://www.nih.gov/news-events/images-b-rollX-raythorax
Mammographic Image Analysis Society (MIAS) database v1.21https://www.repository.cam.ac.uk/handle/1810/250394X-raybreast
MURA (musculoskeletal radiographs)https://stanfordmlgroup.github.io/competitions/mura/X-raymusculoskeletal
Pediatric Bone Age Challengehttp://rsnachallenges.cloudapp.net/competitions/4X-rayhand
Automatic Cephalometric X-Ray Landmark Detection Challenge 2014http://www-o.ntust.edu.tw/~cweiwang/celph/X-raybrain
CheXpert(Benchmark)https://zhuanlan.zhihu.com/p/55858738?utm_source=wechat_timeline&utm_medium=social&utm_oi=671358119700074496&from=timeline&isappinstalled=0&wechatShare=1&s_s_i=jZI5xOhwcdh22%2BPRyZhCie4zsHor11xlJRtuLrMSFGY%3D&s_r=1X-raychest
Center for Artificial Intelligence in Medicine & Imaginghttps://aimi.stanford.edu/available-labeled-medical-datasetsX-ray hand
OAI data and imageshttps://oai.epi-ucsf.org/datarelease/X-ray knee
Images collected for the digital hand atlashttps://www.sciencedirect.com/science/article/pii/S0895611107000274X-ray hand
Tuberculosis Chest X-ray Image Data Sethttp://archive.nlm.nih.gov/repos/chestImages.phpX-ray thorax
Tuberculosis Chest X-ray Image Data Sethttp://archive.nlm.nih.gov/repos/chestImages.phpX-ray thorax
  • HealthIT.CN小程序
  • 产学研医创新平台
  • weinxin
  • 健康数据
  • HealthIT公众号
  • weinxin
admin

发表评论

:?: :razz: :sad: :evil: :!: :smile: :oops: :grin: :eek: :shock: :???: :cool: :lol: :mad: :twisted: :roll: :wink: :idea: :arrow: :neutral: :cry: :mrgreen: