Application of Machine Learning in Detecting Iron Deficiency Anemia Using Conjunctiva image Dataset from Ghana
Image-level conjunctival observations with anemia target from Human conjunctiva images from Ghana used for iron-deficiency-anemia detection.
CCI.net fungal keratitis cases dataset
The 8,697-image fungal-keratitis dataset has explicit classification and segmentation splits and is directly usable for translational corneal imaging.
Conjunctival melanoma detection using deep learning in smartphone images
Human/derived image or image-annotation observations. from Human ocular anterior-segment images gathered from public web sources; source-level provenance remains limited.
CP-AnemiC (A Conjunctival Pallor) Dataset from Ghana
Image-level conjunctival-pallor observations with anemia-related target from Conjunctival photographs of children aged 6-59 months presenting at assigned Ghanaian health facilities.
EED-Astig Pediatric External-Eye Dataset
Pediatric external-eye photographs with gaze-view annotations, corneal masks, eyelid/eyelash-line keypoints, and clinical tabular parameters for astigmatism-related research.
Exploring phenotypic diversity of pigmented traits and iris features in Pakistani population
Official Dryad deposit of source-described iris biometric data for the associated study.
External Eye Photographs for Screening Referable Blepharitis
External eye photographs curated from publicly available web sources for binary classification of referable blepharitis versus normal.
Eye Conjunctiva Segmentation Dataset
Five hundred forty-seven smartphone eye photographs with conjunctiva masks annotated independently by two annotators.
Eyecare-100K: Multimodal Ophthalmology VQA Corpus
~102K VQA pairs derived from 58,485 images across 8 ophthalmic modalities (fluorescein angiography, ICGA, OCT, CFP, ultrasound biomicroscopy, slit-lamp, fundus auto-fluorescence, CT) covering 100+ dis
Image Dataset on Eye Diseases Classification with Symptoms and SMOTE Validation
Image and symptom dataset for normal, uveitis, conjunctivitis, cataract, and eyelid-drooping classification, with source-reported SMOTE balancing to 649 images per class.
Iris Surface Features Dataset
Individual human iris-feature records are directly reusable for iris biometrics and phenotype classification.
LMOD+ Multimodal Ophthalmology Benchmark
Composite multimodal ophthalmology benchmark with multi-granular anatomical, diagnostic, staging, demographic, and text annotations.
MCOA: Multimodal Corneal Opacity Assessment Dataset
6,272 AS-OCT images + 392 anterior-segment photographs for corneal opacity assessment with expert grading. First large public multimodal AS-OCT + photo dataset for cornea.
MGD-1k Meibomian Gland Dataset
One thousand infrared meibography images with meibomian-gland masks, eyelid masks, and six rounds of expert meiboscore grading.
Multicentre Tear Meniscus Segmentation Dataset
1,693 color and 1,739 infrared ocular-surface images from five clinical centers with pixel-level tear-meniscus segmentation. First multi-center dry-eye imaging benchmark.
Nuclear Cataract Database for Biomedical and Machine Learning Applications
Observation-level source data, annotations, or signals. from Source describes clinical slit-lamp images for nuclear cataract classification.
Ocular sebaceous neoplasms
Human/derived image or image-annotation observations. from Human ocular-neoplasm cases are indicated by clinical and histopathology images.
Open-Source Periorbital Segmentation Dataset
Cropped periorbital images with multi-structure masks for the iris, sclera, eyelid, caruncle, and eyebrow.
OphthalVQA Dataset
Ophthalmic visual question-answering benchmark dataset released as supplementary data for evaluating multimodal language models in ophthalmology.
PopEYE Infrared Ocular Image Dataset
Fourteen thousand nine hundred seventy-six near-infrared ocular images for eye-state detection and coarse gaze-direction classification during ophthalmic measurement workflows.
SLID-E Slit-Lamp Image Dataset for Epiphora
Slit-lamp photographs with expert epiphora-severity labels.
SLID: Slit-Lamp Image Dataset
~2,617 annotated slit-lamp frames covering anterior-segment anatomy + multi-lesion detection (cataract, corneal disease, conjunctivitis).
SLP-VLD Anonymized Slit-Lamp Vision-Language Dataset
Anonymized slit-lamp photographs with English clinical annotations and vision-language conversations.
SUSTech-SYSU Corneal Ulcer Dataset
Human corneal-ulcer clinical images and labels.
Thyroid Ophthalmopathy External Ocular Images
External ocular photographs of thyroid eye disease collected from web sources, with surgery-related images removed by the source curator.
X-PCR Ophthalmology Progressive Clinical Reasoning Benchmark
The version-pinned public deposit contains 18,735 ophthalmic image-text benchmark rows across CFP, external-eye, FFA, OCT, and RetCam subsets.