56 docs tagged with "regression"

Official Dryad deposit of source-described tabular ophthalmic data for the associated study.

AMD complement/zinc clinical-trial data directly support human retinal disease biomarker and outcome analysis.

Tabular anterior-segment and ocular-biometry measurements before and after SMILE surgery, including slit-lamp examination, Pentacam, and IOLMaster variables.

Official Dryad deposit of source-described tabular ophthalmic data for the associated study.

Longitudinal human ophthalmic and OCT measurements in the bariatric cohort are directly reusable clinical data.

The 27-eye BRVO archive contains named OCT, fluorescein, and mfERG research objects for retinal treatment analysis.

100 infant eyes with 491 image pairs annotated with ground-truth control points and vessel masks. Enables pediatric / ROP-relevant fundus registration research.

Fundus photographs grouped for corneal curvature prediction, with 50 images per group.

The 32-eye CRVO tortuosity/VEGF table is direct human retinal vascular disease data.

The human diabetic retinal-capillary case-control measurements directly support retinal vascular analysis.

The 413-patient diabetic-retinopathy/macular-edema table is direct human ophthalmic clinical data.

Pediatric external-eye photographs with gaze-view annotations, corneal masks, eyelid/eyelash-line keypoints, and clinical tabular parameters for astigmatism-related research.

Official Dryad deposit of source-described tabular ophthalmic data for the associated study.

High-resolution multi-camera face images with calibrated gaze targets, extreme head poses, and varied illumination.

Raw and processed eye-tracking data from glaucoma patients with asymmetrical visual-field loss during free viewing.

Questionnaire and clinical eye-screening data from first-year university students in Ghana.

Visual-field data from glaucoma home monitoring: mean deviation, duration, and pointwise differential light sensitivity values across HFA and Eyecatcher tests.

A set of 2,246 fundus images with continuous mean opinion scores from 0 to 100, three quality grades, and the individual scores of six ophthalmologists.

129 fundus images from 39 patients forming 134 registration pairs with anatomical ground-truth control points. Only public registration benchmark for ophthalmology.

Fundus photography, multispectral and functional retinal imaging, retinal blood-flow and pupillary-light videos, retina-characteristic labels, quality labels, demographics, and psychological assessmen

Repeated light/dark SD-OCT acquisitions and retinal reflectivity profiles from healthy, neuromyelitis-optica, and Alzheimer groups.

Seventy retinal image pairs with visible myopia development and manually annotated corresponding control points.

Indoor and outdoor panoramic-camera recordings with continuous three-dimensional gaze labels across wide head poses and distances.

Crowdsourced iPhone and iPad face videos with screen-fixation coordinates for appearance-based mobile gaze estimation.

Systemic mitochondrial-function measurements are directly linked to human glaucoma and LHON disease mechanisms.

Eye-level demographics, clinical measurements, and SD-OCT-derived macular ganglion-cell-complex thickness for glaucoma assessment.

263 eyes × 1,115 visits. Multi-modal: VF (HFA 24-2), fundus photographs, OCT RNFL, IOP, CCT. Labels: VF progression, OD segmentation, glaucoma stage.

HD-OCT scans and clinical outcome variables for macular-hole visual-improvement prediction after surgery.

The large Indian cataract/UV exposure survey is direct human ophthalmic epidemiology data.

Karachi cataract-surgery quality data are direct human ophthalmic population outcomes.

Light-adapted electroretinogram and oscillatory-potential waveform dataset from 253 pediatric participants, with structured JSON, tabular metadata, and electrode-position eye images.

The 2,049-surgery cataract outcome file is direct human ophthalmic care data.

The Moorfields nAMD fellow-eye dataset is direct human retinal-disease longitudinal outcome data.

Anonymized clinical metadata and automated 3D OCT segmentation volumes for neovascular age-related macular degeneration.

Longitudinal quantitative OCT biomarkers and treatment-response variables for predicting visual acuity in neovascular AMD.

Longitudinal laptop-camera images captured during natural daily use with gaze targets, face geometry, and normalized views.

Pentacam-derived corneal tomography variables for intraocular-lens and corneal subtype modeling.

The 270-eye glaucoma visual-field dataset directly supports prognosis and progression analysis.

Public sample fundus photographs and measurements for modeling myopic regression after corneal refractive surgery.

The documented Nigerian cataract-service survey is direct human ophthalmic epidemiology data.

High-resolution swept-source OCT images and mechanical-model data for outer retinal corrugations in rhegmatogenous retinal detachment.

Paired tabletop and portable retinal images from the same patients, enabling cross-device domain-adaptation research.

The pediatric secondary-IOL spreadsheet is a defined direct clinical ophthalmic outcome object.

Transient pattern electroretinogram responses from 304 subjects in 336 records with clinical metadata.

RAVI cataract-surgery outcomes are direct human ophthalmic population data.

Fundus images and age labels for retinal age prediction and regression.

400 macular OCT volumes; predict glaucoma Mean Deviation (MD, dB) from 24-2 Humphrey visual field test. Scalar regression task.

400 macular OCT volumes; predict 52-point Humphrey 24-2 visual field sensitivity map (0–100 dB per point). Multi-output regression.

400 macular OCT volumes; predict 52-point pattern deviation probability map from 24-2 Humphrey visual field test. Multi-output regression.

Synthetic circumpapillary OCT images for healthy and glaucomatous eyes with retinal-layer masks and RNFL thickness values.

Official Dryad deposit of source-described tabular ophthalmic data for the associated study.

Human toric-IOL surgical outcome table directly supports cataract-surgery outcome analysis.

Portable fundus images and segmentations for retinal microvascular network analysis.

Extension of TREND portable fundus imaging for chronic-disease and microvascular analysis.

28,943 HFA 24-2 visual field tests with per-point sensitivities, MD/PSD indices, glaucoma labels, and longitudinal follow-up data. Input: 52-element sensitivity array (not an image).

Visual-field and psychophysics experiment data for scotoma-detection comparisons.