EyeDataHub URL Audit Report

• Total datasets checked: 451
• Broken URLs: 4
• Generated at: 2026-08-04T23:57:41.772170+00:00
• EyeDataHub version: 0.7.0
• Git commit: cc84b975798a16a9ab53cdc9459dcd88d579bc4c
• Git dirty: False
• Timeout / concurrency: 30 s / 8

Status distribution

Status	Count
ok	283
platform_or_browser_route	153
forbidden	10
ssl_error	3
timeout	1
auth_required	1

Status definitions

Status	Definition
ok	HTTP 2xx response after redirects; technical reachability only.
forbidden	HTTP 403 response; often bot-blocked, browser-gated, or manually accessible.
platform_or_browser_route	The automated page probe was denied by a repository host; use the documented official API, client, or browser route. This is not a download failure and does not by itself establish that a user account is required.
auth_required	HTTP 401 or known access-controlled host requiring authentication.
not_found	HTTP 404 response; source-page review or replacement URL required.
connect_error	Connection failure during automated request.
ssl_error	TLS/SSL validation failure during automated request.
timeout	No response within configured timeout.
server_error	HTTP 5xx response from source host.
http_*	Other non-success HTTP response requiring source-page review.
no_url	No URL recorded in the catalog record.

Broken / unreachable

Dataset	Status	URL
stare	ssl_error	cecas.clemson.edu/~ahoover
harvard_fairvision	timeout	ophai.hms.harvard.edu/datasets
drions_db	ssl_error	ia.uned.es/~ejcarmona
fire	ssl_error	projects.ics.forth.gr/cvrl

All findings

Dataset	Backend	Status	HTTP	Source URL
glaucoma_expert_cot_refined	huggingface	auth_required	401	huggingface.co/datasets
aroma_octa	zenodo	forbidden	403	https://doi.org/10.5281/zenodo.18258095
birdshot_wide	manual	forbidden	403	https://doi.org/10.5281/zenodo.19474623
eed_astig	manual	forbidden	403	https://doi.org/10.5281/zenodo.18976824
gaze360	manual	forbidden	403	gaze360.csail.mit.edu
goblet_cell_segmentation	zenodo	forbidden	403	https://doi.org/10.5281/zenodo.18642562
ichallenge_amd	manual	forbidden	403	amd.grand-challenge.org/download
maetschke_glaucoma_oct	zenodo	forbidden	403	https://doi.org/10.5281/zenodo.1481223
periorbital_segmentation	zenodo	forbidden	403	https://doi.org/10.5281/zenodo.13916845
riga	direct	forbidden	403	deepblue.lib.umich.edu/data
syn_oct	zenodo	forbidden	403	https://doi.org/10.5281/zenodo.17151869
acrima	figshare	ok	202	figshare.com/s
adam_challenge	gdrive	ok	200	drive.google.com/file
agar300	manual	ok	200	ieee-dataport.org/open-access
age_challenge	gdrive	ok	200	drive.google.com/file
amd_dme_3d_oct	figshare	ok	202	https://doi.org/10.6084/m9.figshare.30582035.v1
amd_sd	kaggle	ok	200	kaggle.com/datasets
angioreport	manual	ok	200	tianchi.aliyun.com/dataset
anterior_uveitis_corneal_endothelium	figshare	ok	202	https://doi.org/10.6084/m9.figshare.32054064.v1
aod	kaggle	ok	200	kaggle.com/datasets
aptos2019	kaggle	ok	200	kaggle.com/c
aqp4_optic_neuritis_oct_layers	figshare	ok	202	https://doi.org/10.6084/m9.figshare.3209908.v1
aroi	gdrive	ok	200	drive.google.com/file
as_oct_keratitis	figshare	ok	202	https://doi.org/10.6084/m9.figshare.c.7036994.v1
asd_eye_tracking	figshare	ok	202	https://doi.org/10.6084/m9.figshare.20113592.v1
beh	gdrive	ok	200	drive.google.com/file
belo	manual	ok	200	belo-dataset.vercel.app
binocular_fundus_images	figshare	ok	202	https://doi.org/10.6084/m9.figshare.31981557.v1
brasil_glaucoma_brg	kaggle	ok	200	kaggle.com/datasets
brset	physionet	ok	200	physionet.org/content
brset_mbrset_embeddings	physionet	ok	200	physionet.org/content
cadis	manual	ok	200	cataracts-semantic-segmentation2020.grand-challenge.org
casia2_as_oct_repeatability	figshare	ok	202	https://doi.org/10.6084/m9.figshare.29302664.v1
casia2_keratometric_astigmatism	figshare	ok	202	https://doi.org/10.6084/m9.figshare.26395018.v1
casia_iris_v4	manual	ok	200	hycasia.github.io/dataset
cataract	kaggle	ok	200	kaggle.com/datasets
cataract1k	manual	ok	200	synapse.org
cataract_101	manual	ok	200	ftp.itec.aau.at/datasets
cataract_iol_biometry_outcomes	figshare	ok	202	https://doi.org/10.6084/m9.figshare.22736687.v1
cataract_lenstar_biometric_symmetry	figshare	ok	202	https://doi.org/10.6084/m9.figshare.32833895.v1
cataract_lmm	huggingface	ok	200	huggingface.co/datasets
cataracts2017	manual	ok	200	ieee-dataport.org/open-access
cavri	manual	ok	200	dsp.put.poznan.pl/cavri_database-191
central_retinal_vessel_trunk_oag	figshare	ok	200	https://doi.org/10.1371/journal.pone.0158443.s001
chaksu	figshare	ok	202	https://doi.org/10.6084/m9.figshare.20123135
chase_db1	manual	ok	200	researchinnovation.kingston.ac.uk/en
china_fundus_cimt	figshare	ok	202	https://doi.org/10.6084/m9.figshare.27907056.v1
coph100	figshare	ok	202	https://doi.org/10.6084/m9.figshare.27061084.v1
corneal_nerve_parkinsons	figshare	ok	202	https://doi.org/10.6084/m9.figshare.28189571.v1
csdi	huggingface	ok	200	huggingface.co/datasets
cyp1b1_poag_genotypes	figshare	ok	202	https://doi.org/10.25451/flinders.16545561.v1
ddr	gdrive	ok	200	drive.google.com/drive
deepeyenet	manual	ok	200	github.com/Jhhuangkay
doomgan_ocular_morphs	huggingface	ok	200	huggingface.co/datasets
dridb	manual	ok	200	ipg.fer.hr/ipg
drishti_gs	kaggle	ok	200	kaggle.com/datasets
drive	manual	ok	200	drive.grand-challenge.org/DRIVE
drtid	manual	ok	200	github.com/FDU-VTS
dryad_acanthamoeba_keratitis_transcriptome	dryad	ok	200	https://doi.org/10.5061/dryad.k3j9kd5fx
dryad_amd_zinc_complement	dryad	ok	200	https://doi.org/10.5061/dryad.3gq6t
dryad_aoslo_rpe	dryad	ok	200	https://doi.org/10.5061/dryad.b41j15h
dryad_bariatric_ophthalmology	dryad	ok	200	https://doi.org/10.5061/dryad.1g6vm34
dryad_brvo_bevacizumab_multimodal	dryad	ok	200	https://doi.org/10.5061/dryad.3cp54
dryad_clcc1_retinitis_pigmentosa	dryad	ok	200	https://doi.org/10.5061/dryad.3vv31qq
dryad_congenital_cataract_sight_restoration	dryad	ok	200	https://doi.org/10.5061/dryad.0gb5mkm9b
dryad_congenital_glaucoma_wes	dryad	ok	200	https://doi.org/10.5061/dryad.k7455
dryad_cornea_oct_pentacam	dryad	ok	200	https://doi.org/10.5061/dryad.tht76hf0c
dryad_corneal_biomechanics_prostaglandin	dryad	ok	200	https://doi.org/10.5061/dryad.d35s0
dryad_corneal_conjunctivitis_biomarker	dryad	ok	200	https://doi.org/10.5061/dryad.4j0zpc8mm
dryad_corneal_laser_procedure	dryad	ok	200	https://doi.org/10.5061/dryad.m905qfv2r
dryad_crvo_vegf_tortuosity	dryad	ok	200	https://doi.org/10.5061/dryad.5dn13
dryad_d1zd5s	dryad	ok	200	https://doi.org/10.5068/d1zd5s
dryad_diabetes_retinal_capillary	dryad	ok	200	https://doi.org/10.5061/dryad.58791
dryad_diabetic_retinopathy_renal	dryad	ok	200	https://doi.org/10.5061/dryad.6kg1sd7
dryad_dome_shaped_macula	dryad	ok	200	https://doi.org/10.5061/dryad.h544560
dryad_dry_eye_nlrp3	dryad	ok	200	https://doi.org/10.5061/dryad.7vn28
dryad_eye_care_quality_of_life	dryad	ok	200	https://doi.org/10.5061/dryad.h44j0zpv3
dryad_functional_oct_alzheimer	dryad	ok	200	https://doi.org/10.5061/dryad.msbcc2ftc
dryad_fundus_venous_pulsation	dryad	ok	200	https://doi.org/10.5061/dryad.56f1h
dryad_fungal_keratitis_cci	dryad	ok	200	https://doi.org/10.5061/dryad.8931zcrw5
dryad_ga_biofeedback	dryad	ok	200	https://doi.org/10.5061/dryad.ngf1vhj81
dryad_gca_optic_nerve_dwi	dryad	ok	200	https://doi.org/10.5061/dryad.59zw3r2bk
dryad_gcc_glaucoma	dryad	ok	200	https://doi.org/10.5061/dryad.xwdbrv1tn
dryad_glaucoma_lhon_mitochondrial	dryad	ok	200	https://doi.org/10.5061/dryad.2k4v4
dryad_glaucoma_rnfl_vf	dryad	ok	200	https://doi.org/10.5061/dryad.q6ft5
dryad_human_foveal_cones	dryad	ok	200	https://doi.org/10.5061/dryad.nh0fp1b
dryad_huntingtons_retinal_oct	dryad	ok	200	https://doi.org/10.5061/dryad.ncjsxksxr
dryad_icmr_eye_see_cataract	dryad	ok	200	https://doi.org/10.5061/dryad.5qfttdz19
dryad_iris_surface_features	dryad	ok	200	https://doi.org/10.5061/dryad.0kt87
dryad_karachi_cataract_outcomes	dryad	ok	200	https://doi.org/10.5061/dryad.7q5c7
dryad_lens_fluorescence_twins	dryad	ok	200	https://doi.org/10.5061/dryad.mcvdnck22
dryad_lvpei_cataract_outcomes	dryad	ok	200	https://doi.org/10.5061/dryad.71hp4
dryad_moorfields_amd_1_2_year	dryad	ok	200	https://doi.org/10.5061/dryad.97r9289
dryad_moorfields_namd_fellow_eye	dryad	ok	200	https://doi.org/10.5061/dryad.4mw6m906b
dryad_myopia_glaucoma_visual_field	dryad	ok	200	https://doi.org/10.5061/dryad.1n50q
dryad_namd_12_year_survival	dryad	ok	200	https://doi.org/10.5061/dryad.nvx0k6dqg
dryad_namd_oct_longitudinal	dryad	ok	200	https://doi.org/10.5061/dryad.8cz8w9h0v
dryad_namd_oct_quant	dryad	ok	200	https://doi.org/10.5061/dryad.2rbnzs7m4
dryad_namd_ten_year_survival	dryad	ok	200	https://doi.org/10.5061/dryad.9cnp5hqfm
dryad_namd_visual_prediction	dryad	ok	200	https://doi.org/10.5061/dryad.573n5tb5d
dryad_nigeria_cataract_services	dryad	ok	200	https://doi.org/10.5061/dryad.13bp2
dryad_ocular_chemical_injuries_shanghai	dryad	ok	200	https://doi.org/10.5061/dryad.9707661
dryad_ocular_surface_amr	dryad	ok	200	https://doi.org/10.5061/dryad.6t1g1jx9s
dryad_optic_neuritis_metacontrast	dryad	ok	200	https://doi.org/10.5061/dryad.cp4j7
dryad_pediatric_corneal_endothelium	dryad	ok	200	https://doi.org/10.5061/dryad.hhmgqnkjc
dryad_pediatric_myopia_longitudinal	dryad	ok	200	https://doi.org/10.5061/dryad.d4mb3pn
dryad_pediatric_optical_quality	dryad	ok	200	https://doi.org/10.5061/dryad.bm8nv
dryad_pediatric_secondary_iol	dryad	ok	200	https://doi.org/10.5061/dryad.5t9d1
dryad_pk31jt2	dryad	ok	200	https://doi.org/10.5061/dryad.pk31jt2
dryad_pnvx0k6hv	dryad	ok	200	https://doi.org/10.5061/dryad.pnvx0k6hv
dryad_preeclampsia_ocular_octa	dryad	ok	200	https://doi.org/10.5061/dryad.j0zpc86kg
dryad_pvd_diagnostic_oct	dryad	ok	200	https://doi.org/10.5061/dryad.h44j0zpnp
dryad_pzgmsbcfw	dryad	ok	200	https://doi.org/10.5061/dryad.pzgmsbcfw
dryad_qfttdz0dr	dryad	ok	200	https://doi.org/10.5061/dryad.qfttdz0dr
dryad_r7s04	dryad	ok	200	https://doi.org/10.5061/dryad.r7s04
dryad_rao_multiomics	dryad	ok	200	https://doi.org/10.5061/dryad.98sf7m0wt
dryad_ravi_cataract_outcomes	dryad	ok	200	https://doi.org/10.5061/dryad.4p55b
dryad_retinal_prosthesis_navigation	dryad	ok	200	https://doi.org/10.5061/dryad.c6147
dryad_rn38r	dryad	ok	200	https://doi.org/10.5061/dryad.rn38r
dryad_rn8pk0p70	dryad	ok	200	https://doi.org/10.5061/dryad.rn8pk0p70
dryad_rn8pk0pdp	dryad	ok	200	https://doi.org/10.5061/dryad.rn8pk0pdp
dryad_rop_plane_wave_doppler	dryad	ok	200	https://doi.org/10.5061/dryad.612jm649r
dryad_rpgr_cone_rod_wes	dryad	ok	200	https://doi.org/10.5061/dryad.5qfttdz5d
dryad_sbcc2fr6n	dryad	ok	200	https://doi.org/10.5061/dryad.sbcc2fr6n
dryad_sbcc2fr7r	dryad	ok	200	https://doi.org/10.5061/dryad.sbcc2fr7r
dryad_shanghai_myopia_2014_2018	dryad	ok	200	https://doi.org/10.5061/dryad.c2fqz615c
dryad_sn02v6x2x	dryad	ok	200	https://doi.org/10.5061/dryad.sn02v6x2x
dryad_stargardt_wes	dryad	ok	200	https://doi.org/10.5061/dryad.0qk7f
dryad_taizhou_cataract_outdoors	dryad	ok	200	https://doi.org/10.5061/dryad.gt410
dryad_tb_uveitis_ifn	dryad	ok	200	https://doi.org/10.5061/dryad.8jk03jd
dryad_tmpg4f4vb	dryad	ok	200	https://doi.org/10.5061/dryad.tmpg4f4vb
dryad_toric_iol_incision	dryad	ok	200	https://doi.org/10.5061/dryad.01n20
dryad_uveal_melanoma_coog2	dryad	ok	200	https://doi.org/10.5061/dryad.n8pk0p340
dryad_uveitis_vitreous_biomarkers	dryad	ok	200	https://doi.org/10.5061/dryad.597ch
dryad_v6wwpzh1b	dryad	ok	200	https://doi.org/10.5061/dryad.v6wwpzh1b
dryad_v9p0b	dryad	ok	200	https://doi.org/10.5061/dryad.v9p0b
dryad_vkh_apoe	dryad	ok	200	https://doi.org/10.5061/dryad.37pvmcvzx
dryad_xgxd254pk	dryad	ok	200	https://doi.org/10.5061/dryad.xgxd254pk
dryad_young_adult_uv_transmission	dryad	ok	200	https://doi.org/10.5061/dryad.hg000c2
dryad_z8w9ghx9c	dryad	ok	200	https://doi.org/10.5061/dryad.z8w9ghx9c
dual_scheimpflug_ss_oct_biometry	figshare	ok	202	https://doi.org/10.6084/m9.figshare.16828996.v1
duke_amd_chiu	manual	ok	200	people.duke.edu/~sf59
duke_chiu_boe	direct	ok	200	people.duke.edu/~sf59
duke_rpedc	manual	ok	200	people.duke.edu/~sf59
e_ophtha	kaggle	ok	200	kaggle.com/datasets
erdes	manual	ok	200	arxiv.org/abs
eth_xgaze	manual	ok	200	ait.ethz.ch/xgaze
eyecare_100k	huggingface	ok	200	github.com/DCDmllm
eyepacs	kaggle	ok	200	kaggle.com/c
eyeq	github	ok	200	github.com/HzFu
fairvlmed	huggingface	ok	200	huggingface.co/datasets
fang_sbsdi_oct	manual	ok	200	people.duke.edu/~sf59
farfum_rop	figshare	ok	202	https://doi.org/10.6084/m9.figshare.c.6721269
fd3611	figshare	ok	202	https://doi.org/10.6084/m9.figshare.32086296.v1
ffa_ir	physionet	ok	200	https://doi.org/10.13026/k5rp-9h43
fiqs	figshare	ok	202	https://doi.org/10.6084/m9.figshare.28129847.v1
fives	figshare	ok	202	https://doi.org/10.6084/m9.figshare.19688169
fovea	figshare	ok	202	https://doi.org/10.6084/m9.figshare.28329338
fprm_retina	manual	ok	200	https://doi.org/10.7303/syn61672643
fundus_105k	huggingface	ok	200	huggingface.co/datasets
fundus_avseg	figshare	ok	202	https://doi.org/10.6084/m9.figshare.27938034
fundus_cc_2_5m	huggingface	ok	200	huggingface.co/datasets
fundus_report_dataset	huggingface	ok	200	huggingface.co/datasets
g1020	kaggle	ok	200	arxiv.org/abs
gamma	gdrive	ok	200	drive.google.com/file
gaze_capture	manual	ok	200	gazecapture.csail.mit.edu/dataset.php
glaucoma_oct_fundus	figshare	ok	202	https://doi.org/10.6084/m9.figshare.32051124.v1
gleam	kaggle	ok	200	kaggle.com/datasets
goals	gdrive	ok	200	aistudio.baidu.com/competition
grape	figshare	ok	202	https://doi.org/10.6084/m9.figshare.c.6406319
harvard_gdp	gdrive	ok	200	drive.google.com/drive
harvard_glaucoma	direct	ok	202	https://doi.org/10.7910/DVN/1YRRAC
hei_med	github	ok	200	github.com/lgiancaUTH
hesc_retinal_organoid_early_differentiation	figshare	ok	202	https://doi.org/10.6084/m9.figshare.30102802.v1
hesc_rpe_electrical_excitability	figshare	ok	202	https://doi.org/10.6084/m9.figshare.22246969.v2
higancnn_generated_glaucoma	kaggle	ok	200	kaggle.com/datasets
hpmi	figshare	ok	202	https://doi.org/10.6084/m9.figshare.24800232
hrf	manual	ok	200	www5.cs.fau.de/research
hyamd	physionet	ok	200	physionet.org/content
hybridgaze	kaggle	ok	200	kaggle.com/datasets
hygd	physionet	ok	200	https://doi.org/10.13026/pdxv-m215
ichallenge_oct	manual	ok	200	hdmilab.cn/ichallenge
idrid	manual	ok	200	ieee-dataport.org/open-access
insegcat	manual	ok	200	ftp.itec.aau.at/datasets
intraretinal_cystoid_fluid	kaggle	ok	200	kaggle.com/datasets
itec_iris_pupil	manual	ok	200	ftp.itec.aau.at/datasets
jichi	figshare	ok	202	https://doi.org/10.6084/m9.figshare.4879853
keratoconus_detection_kaggle	kaggle	ok	200	kaggle.com/datasets
kermany_oct	kaggle	ok	200	kaggle.com/datasets
lag	manual	ok	200	github.com/smilell
lmod_cataract_1k	huggingface	ok	200	huggingface.co/datasets
lmod_cataract_1k_cot	huggingface	ok	200	huggingface.co/datasets
lmod_plus	manual	ok	200	kfzyqin.github.io/lmod_plus
lpw	manual	ok	200	mpi-inf.mpg.de/de
maples_dr	figshare	ok	202	https://doi.org/10.6084/m9.figshare.24328660
mbrset	physionet	ok	200	physionet.org/content
mcoa	figshare	ok	202	https://doi.org/10.6084/m9.figshare.28123088.v1
messidor2	manual	ok	200	adcis.net/en
mfiddr	manual	ok	200	github.com/mfiddr
mgd1k	github	ok	200	mgd1k.github.io/index.html
mm_retinal_reason	huggingface	ok	200	huggingface.co/datasets
mmrdr	figshare	ok	202	https://doi.org/10.6084/m9.figshare.29423747
mpii_gaze	manual	ok	200	mpi-inf.mpg.de/de
mpxv_ocular_manifestations_south_kivu	figshare	ok	200	https://doi.org/10.1371/journal.pgph.0005971.s001
mshf	figshare	ok	202	https://doi.org/10.6084/m9.figshare.21507564
multieye	huggingface	ok	200	huggingface.co/datasets
natural_scene_eye_tracking_collection	figshare	ok	202	https://doi.org/10.6084/m9.figshare.30520733.v1
nd_iris_0405	manual	ok	200	tsapps.nist.gov/BDbC
ochid	manual	ok	200	imed.nimte.ac.cn/OCHID.html
oct5k	figshare	ok	202	https://doi.org/10.5522/04/22128671
oct_c8	kaggle	ok	200	kaggle.com/datasets
oct_cirrus	manual	ok	200	people.duke.edu/~sf59
oct_fundus_dme_dr_mexico	github	ok	200	github.com/Traslational-Visual-Health-Laboratory
oct_macular_hole_postsurgery	kaggle	ok	200	kaggle.com/datasets
oct_ms_jhu	direct	ok	200	iacl.ece.jhu.edu/~aaron
octa_500	manual	ok	200	ieee-dataport.org/open-access
octid	manual	ok	200	borealisdata.ca/dataverse
ocular_chat_vqa	huggingface	ok	200	huggingface.co/datasets
ocular_generalized_myasthenia_korea	figshare	ok	202	https://doi.org/10.6084/m9.figshare.31981347.v1
oculoscope	figshare	ok	202	figshare.com/s
odir2019	kaggle	ok	200	kaggle.com/datasets
oimhs	figshare	ok	202	https://doi.org/10.6084/m9.figshare.23508453
ophnet2024	huggingface	ok	200	huggingface.co/datasets
ophora	huggingface	ok	200	huggingface.co/datasets
ophthalmology_eqa_v3	huggingface	ok	200	huggingface.co/datasets
ophthalmology_mcqa_v3	huggingface	ok	200	huggingface.co/datasets
ophthalmology_pubmed_corpus	huggingface	ok	200	huggingface.co/datasets
ophthalvqa	figshare	ok	202	https://doi.org/10.6084/m9.figshare.25624917
ophthalwechat	figshare	ok	202	https://doi.org/10.6084/m9.figshare.29064149
paired_retina	huggingface	ok	200	huggingface.co/datasets
palm	gdrive	ok	200	drive.google.com/file
parkinsons_directional_oct	figshare	ok	202	https://doi.org/10.26188/30750011.v1
parkinsons_outer_retinal_structure	figshare	ok	202	https://doi.org/10.26188/24138420.v2
pco_namd	figshare	ok	202	https://doi.org/10.6084/m9.figshare.32873501.v1
perg_ioba	physionet	ok	200	physionet.org/content
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drions_db	direct	ssl_error	-	ia.uned.es/~ejcarmona
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